Python 2.7.16 |Anaconda, Inc.| (default, Sep 24 2019, 16:55:38)
Type "copyright", "credits" or "license" for more information.
IPython 5.8.0 -- An enhanced Interactive Python.
? -> Introduction and overview of IPython's features.
%quickref -> Quick reference.
help -> Python's own help system.
object? -> Details about 'object', use 'object??' for extra details.
In [1]: runfile('/Users/lester/Documents/GitHub/kelly_model/scenario29/update_GBeagle_fix/true_constant_alpha/mass_sfr_z_correction/alpha_beta_covprop/random_start_gmm/random_start/bad_gmm_cuts/kelly_MH_GMM_3d_Hogg_constant_beta_constant_alpha.py', wdir='/Users/lester/Documents/GitHub/kelly_model/scenario29/update_GBeagle_fix/true_constant_alpha/mass_sfr_z_correction/alpha_beta_covprop/random_start_gmm/random_start/bad_gmm_cuts')
435
435
task_manager
task_manager
task_manager
initial_guess
initial_guess
task_manager
initial_guess
initial_guess
run_mcmc
_initialize_chains
_step
_get_Rhat
_get_psi
INITIAL GUESSES 0.6359895435303475 0.0 0.7104463663169516 0.0 0.4155048561376145 1.0 0.233062330623 -0.48934958584109634 3.3371005979494237
step
INITIAL GUESSES 0.799223965188723 0.0 0.9539044986369625 0.0 0.3562691773392043 1.0 0.306010928962 -1.0027068872956435 4.324972683588647
step
INITIAL GUESSES 0.6020053738025515 0.0 0.708541738603992 0.0 0.3483720389492242 1.0 0.29347826087 0.12689293991448544 1.9247657099877982
step
INITIAL GUESSES 0.5908105332190035 0.0 0.6951972000897184 0.0 0.3563781726940214 1.0 0.263888888889 0.04751087444810896 2.860848103193629
step
xi acceptanceProb 0 0 138 -1186.7712183120577 -255.0830313413783 0.0
zeta acceptanceProb 0 0 100 -859.437253713162 4.258956637440904 0.0
zeta acceptanceProb 0 0 298 -825.2843346756392 1.5382704727774326 0.0
0
0
0
/Users/lester/Documents/GitHub/kelly_model/scenario29/update_GBeagle_fix/true_constant_alpha/mass_sfr_z_correction/alpha_beta_covprop/random_start_gmm/random_start/bad_gmm_cuts/kelly_MH_GMM_3d_Hogg_constant_beta_constant_alpha.py:597: RuntimeWarning: divide by zero encountered in log10
scatter1 = ax1.scatter(self.xi[idx_z_bin][idx_sort], self.eta[idx_z_bin][idx_sort], c=np.log10((z_good/z_bad)[idx_sort]), cmap=mpl.cm.get_cmap('coolwarm'), alpha=1.0, vmin=-2.5, vmax=2.5, s=100)
/Users/lester/Documents/GitHub/kelly_model/scenario29/update_GBeagle_fix/true_constant_alpha/mass_sfr_z_correction/alpha_beta_covprop/random_start_gmm/random_start/bad_gmm_cuts/kelly_MH_GMM_3d_Hogg_constant_beta_constant_alpha.py:597: RuntimeWarning: divide by zero encountered in log10
scatter1 = ax1.scatter(self.xi[idx_z_bin][idx_sort], self.eta[idx_z_bin][idx_sort], c=np.log10((z_good/z_bad)[idx_sort]), cmap=mpl.cm.get_cmap('coolwarm'), alpha=1.0, vmin=-2.5, vmax=2.5, s=100)
/Users/lester/Documents/GitHub/kelly_model/scenario29/update_GBeagle_fix/true_constant_alpha/mass_sfr_z_correction/alpha_beta_covprop/random_start_gmm/random_start/bad_gmm_cuts/kelly_MH_GMM_3d_Hogg_constant_beta_constant_alpha.py:597: RuntimeWarning: divide by zero encountered in log10
scatter1 = ax1.scatter(self.xi[idx_z_bin][idx_sort], self.eta[idx_z_bin][idx_sort], c=np.log10((z_good/z_bad)[idx_sort]), cmap=mpl.cm.get_cmap('coolwarm'), alpha=1.0, vmin=-2.5, vmax=2.5, s=100)
/opt/anaconda2/lib/python2.7/site-packages/matplotlib/cbook/deprecation.py:107: MatplotlibDeprecationWarning: Passing one of 'on', 'true', 'off', 'false' as a boolean is deprecated; use an actual boolean (True/False) instead.
warnings.warn(message, mplDeprecation, stacklevel=1)
0
/opt/anaconda2/lib/python2.7/site-packages/matplotlib/cbook/deprecation.py:107: MatplotlibDeprecationWarning: Passing one of 'on', 'true', 'off', 'false' as a boolean is deprecated; use an actual boolean (True/False) instead.
warnings.warn(message, mplDeprecation, stacklevel=1)
/opt/anaconda2/lib/python2.7/site-packages/matplotlib/cbook/deprecation.py:107: MatplotlibDeprecationWarning: Passing one of 'on', 'true', 'off', 'false' as a boolean is deprecated; use an actual boolean (True/False) instead.
warnings.warn(message, mplDeprecation, stacklevel=1)
/Users/lester/Documents/GitHub/kelly_model/scenario29/update_GBeagle_fix/true_constant_alpha/mass_sfr_z_correction/alpha_beta_covprop/random_start_gmm/random_start/bad_gmm_cuts/kelly_MH_GMM_3d_Hogg_constant_beta_constant_alpha.py:597: RuntimeWarning: divide by zero encountered in log10
scatter1 = ax1.scatter(self.xi[idx_z_bin][idx_sort], self.eta[idx_z_bin][idx_sort], c=np.log10((z_good/z_bad)[idx_sort]), cmap=mpl.cm.get_cmap('coolwarm'), alpha=1.0, vmin=-2.5, vmax=2.5, s=100)
/opt/anaconda2/lib/python2.7/site-packages/matplotlib/cbook/deprecation.py:107: MatplotlibDeprecationWarning: Passing one of 'on', 'true', 'off', 'false' as a boolean is deprecated; use an actual boolean (True/False) instead.
warnings.warn(message, mplDeprecation, stacklevel=1)
/Users/lester/Documents/GitHub/kelly_model/scenario29/update_GBeagle_fix/true_constant_alpha/mass_sfr_z_correction/alpha_beta_covprop/random_start_gmm/random_start/bad_gmm_cuts/kelly_MH_GMM_3d_Hogg_constant_beta_constant_alpha.py:646: RuntimeWarning: divide by zero encountered in log10
scatter2 = ax2.scatter(self.xi[idx_z_bin][idx_sort], self.eta[idx_z_bin][idx_sort], c=np.log10((z_good/z_bad)[idx_sort]), cmap=mpl.cm.get_cmap('coolwarm'), alpha=1.0, vmin=-2.5, vmax=2.5, s=100)
/Users/lester/Documents/GitHub/kelly_model/scenario29/update_GBeagle_fix/true_constant_alpha/mass_sfr_z_correction/alpha_beta_covprop/random_start_gmm/random_start/bad_gmm_cuts/kelly_MH_GMM_3d_Hogg_constant_beta_constant_alpha.py:646: RuntimeWarning: divide by zero encountered in log10
scatter2 = ax2.scatter(self.xi[idx_z_bin][idx_sort], self.eta[idx_z_bin][idx_sort], c=np.log10((z_good/z_bad)[idx_sort]), cmap=mpl.cm.get_cmap('coolwarm'), alpha=1.0, vmin=-2.5, vmax=2.5, s=100)
/Users/lester/Documents/GitHub/kelly_model/scenario29/update_GBeagle_fix/true_constant_alpha/mass_sfr_z_correction/alpha_beta_covprop/random_start_gmm/random_start/bad_gmm_cuts/kelly_MH_GMM_3d_Hogg_constant_beta_constant_alpha.py:646: RuntimeWarning: divide by zero encountered in log10
scatter2 = ax2.scatter(self.xi[idx_z_bin][idx_sort], self.eta[idx_z_bin][idx_sort], c=np.log10((z_good/z_bad)[idx_sort]), cmap=mpl.cm.get_cmap('coolwarm'), alpha=1.0, vmin=-2.5, vmax=2.5, s=100)
/Users/lester/Documents/GitHub/kelly_model/scenario29/update_GBeagle_fix/true_constant_alpha/mass_sfr_z_correction/alpha_beta_covprop/random_start_gmm/random_start/bad_gmm_cuts/kelly_MH_GMM_3d_Hogg_constant_beta_constant_alpha.py:646: RuntimeWarning: divide by zero encountered in log10
scatter2 = ax2.scatter(self.xi[idx_z_bin][idx_sort], self.eta[idx_z_bin][idx_sort], c=np.log10((z_good/z_bad)[idx_sort]), cmap=mpl.cm.get_cmap('coolwarm'), alpha=1.0, vmin=-2.5, vmax=2.5, s=100)
/Users/lester/Documents/GitHub/kelly_model/scenario29/update_GBeagle_fix/true_constant_alpha/mass_sfr_z_correction/alpha_beta_covprop/random_start_gmm/random_start/bad_gmm_cuts/kelly_MH_GMM_3d_Hogg_constant_beta_constant_alpha.py:1186: RuntimeWarning: divide by zero encountered in log
prob_arr[j] = np.log(self.piBeagle[i,j])+multivariate_normal.logpdf(values,mean,cov)
/Users/lester/Documents/GitHub/kelly_model/scenario29/update_GBeagle_fix/true_constant_alpha/mass_sfr_z_correction/alpha_beta_covprop/random_start_gmm/random_start/bad_gmm_cuts/kelly_MH_GMM_3d_Hogg_constant_beta_constant_alpha.py:1186: RuntimeWarning: divide by zero encountered in log
prob_arr[j] = np.log(self.piBeagle[i,j])+multivariate_normal.logpdf(values,mean,cov)
/Users/lester/Documents/GitHub/kelly_model/scenario29/update_GBeagle_fix/true_constant_alpha/mass_sfr_z_correction/alpha_beta_covprop/random_start_gmm/random_start/bad_gmm_cuts/kelly_MH_GMM_3d_Hogg_constant_beta_constant_alpha.py:1186: RuntimeWarning: divide by zero encountered in log
prob_arr[j] = np.log(self.piBeagle[i,j])+multivariate_normal.logpdf(values,mean,cov)
/Users/lester/Documents/GitHub/kelly_model/scenario29/update_GBeagle_fix/true_constant_alpha/mass_sfr_z_correction/alpha_beta_covprop/random_start_gmm/random_start/bad_gmm_cuts/kelly_MH_GMM_3d_Hogg_constant_beta_constant_alpha.py:1186: RuntimeWarning: divide by zero encountered in log
prob_arr[j] = np.log(self.piBeagle[i,j])+multivariate_normal.logpdf(values,mean,cov)
zeta acceptanceProb 0 1 100 -858.1245057702004 1.6829248492908095 0.0
zeta acceptanceProb 0 2 100 -2559.478036151021 5.406114933559321 0.0
zeta acceptanceProb 0 2 298 -1293.8859428099713 4.133720125355486 0.0
zeta acceptanceProb 0 2 298 -1762.9181820009505 4.182157752374268 0.0
zeta acceptanceProb 0 3 298 -2505.8911884032573 1.6771360798623114 0.0
zeta acceptanceProb 0 5 51 -740.4718685750619 6.088606484736869 0.0
zeta acceptanceProb 0 5 298 -1070.9411168817821 5.522761324809345 0.0
zeta acceptanceProb 0 6 100 -6025.043167221255 5.42310652688249 0.0
zeta acceptanceProb 0 6 298 -1527.3426482720795 4.657680188519984 0.0
zeta acceptanceProb 0 6 298 -1358.2539856846738 3.2432648679175866 0.0
zeta acceptanceProb 0 7 100 -875.7921905623668 3.452658716958963 0.0
zeta acceptanceProb 0 7 298 -3577.812285308576 4.102151759500251 0.0
zeta acceptanceProb 0 8 51 -1659.0278704413302 5.506282964255432 0.0
zeta acceptanceProb 0 8 298 -765.2678579379188 5.517218952652296 0.0
zeta acceptanceProb 0 8 298 -1646.887563836657 5.01643530718008 0.0
zeta acceptanceProb 0 8 298 -1247.0181648705106 4.1021515990653175 0.0
zeta acceptanceProb 0 10 100 -1201.5239658213395 5.372806851936 0.0
zeta acceptanceProb 0 10 298 -1670.7296024802265 4.0726466219483495 0.0
zeta acceptanceProb 0 11 298 -740.5825334133261 5.503444653766283 0.0
zeta acceptanceProb 0 11 298 -1143.7714082166012 4.102151872927516 0.0
zeta acceptanceProb 0 12 100 -928.8417538919924 0.5712537436278118 0.0
zeta acceptanceProb 0 13 100 -1181.6608279957484 4.823726790731159 0.0
zeta acceptanceProb 0 15 51 -1170.4324108741844 4.902437093468861 0.0
zeta acceptanceProb 0 15 298 -1655.796689120539 4.792833682636461 0.0
zeta acceptanceProb 0 16 51 -789.9153729939433 4.897068456467818 0.0
zeta acceptanceProb 0 16 100 -2118.9060892115212 4.299345815724849 0.0
zeta acceptanceProb 0 16 100 -1218.1313138649944 0.680197812492624 0.0
zeta acceptanceProb 0 16 298 -823.6491525016326 4.360308881590517 0.0
zeta acceptanceProb 0 18 100 -3186.917983020156 5.092926934558031 0.0
zeta acceptanceProb 0 18 100 -1114.0479008538928 3.4481453898085457 0.0
zeta acceptanceProb 0 19 100 -987.8809472950816 3.8314506633883627 0.0
zeta acceptanceProb 0 20 298 -3063.8458169091173 3.5409384504165464 0.0
zeta acceptanceProb 0 21 298 -785.7842124804736 3.9631727059606434 0.0
zeta acceptanceProb 0 22 51 -923.212877851225 5.348872536900568 0.0
zeta acceptanceProb 0 22 100 -1312.1505068917102 3.858285223416876 0.0
zeta acceptanceProb 0 23 298 -755.835718777772 3.2740265720276605 0.0
zeta acceptanceProb 0 24 100 -1545.22636245963 5.145161019362025 0.0
zeta acceptanceProb 0 25 100 -2239.393925482966 5.145288708125915 0.0
zeta acceptanceProb 0 25 298 -788.250501177842 3.365793063339548 0.0
zeta acceptanceProb 0 27 298 -755.4481755976024 3.062178369732863 0.0
zeta acceptanceProb 0 28 100 -3120.371439202098 4.476697955310848 0.0
zeta acceptanceProb 0 29 51 -2287.4953600447743 3.7365103800238906 0.0
zeta acceptanceProb 0 29 100 -1992.8635031705703 4.0078132535663755 0.0
zeta acceptanceProb 0 29 298 -5223.467471891831 5.077996776637063 0.0
zeta acceptanceProb 0 33 298 -1834.872688539005 5.037591785381679 0.0
zeta acceptanceProb 0 34 100 -792.2247933297473 0.3461898535441956 0.0
zeta acceptanceProb 0 35 100 -1212.7204357612304 4.945268954111745 0.0
zeta acceptanceProb 0 37 100 -1954.9286050437506 4.781438411430057 0.0
zeta acceptanceProb 0 38 298 -1239.9096581747972 2.461697802329678 0.0
zeta acceptanceProb 0 38 100 -743.7726672422775 4.151777762165356 0.0
zeta acceptanceProb 0 38 298 -784.915077936465 1.7565962080088857 0.0
zeta acceptanceProb 0 40 298 -928.7632540804047 3.7893928716812293 0.0
zeta acceptanceProb 0 41 298 -958.2247898420226 4.891399725926937 0.0
zeta acceptanceProb 0 44 51 -806.6143863693419 4.545057562401022 0.0
zeta acceptanceProb 0 47 100 -5410.15511868862 4.324689840389057 0.0
zeta acceptanceProb 0 47 100 -870.523822901222 4.533691772833499 0.0
zeta acceptanceProb 0 50 298 -2161.2081050270963 3.194726645259019 0.0
zeta acceptanceProb 0 50 298 -1493.9219051747632 3.1785623270335863 0.0
zeta acceptanceProb 0 50 298 -1118.5066650515655 4.123997854336455 0.0
zeta acceptanceProb 0 51 100 -1711.3108316243313 3.3375220862360835 0.0
zeta acceptanceProb 0 52 51 -1234.9130969645364 5.801344670668939 0.0
zeta acceptanceProb 0 52 298 -815.6386692296215 3.811130351969173 0.0
zeta acceptanceProb 0 53 298 -1345.0955744310515 4.440790225129741 0.0
zeta acceptanceProb 0 54 298 -967.9649569450272 4.623914761782304 0.0
zeta acceptanceProb 0 54 51 -1892.6381527756316 5.546150802463912 0.0
zeta acceptanceProb 0 54 298 -1863.6652061074278 4.88282358560582 0.0
zeta acceptanceProb 0 54 100 -936.5026977588674 3.404622694039235 0.0
zeta acceptanceProb 0 56 298 -1844.872693282658 4.2940360517134755 0.0
zeta acceptanceProb 0 56 100 -2006.1112407499415 4.433818200285211 0.0
zeta acceptanceProb 0 56 298 -2003.2830009529864 4.420503598385644 0.0
zeta acceptanceProb 0 58 51 -806.5484767897773 4.41725800854372 0.0
zeta acceptanceProb 0 58 100 -3017.206780367914 5.330612366270572 0.0
zeta acceptanceProb 0 60 298 -974.0112351733973 3.912174309393807 0.0
zeta acceptanceProb 0 61 298 -1333.0124714839208 3.853617462393627 0.0
zeta acceptanceProb 0 61 100 -783.3694390741624 1.1353191094331234 0.0
zeta acceptanceProb 0 62 100 -1049.905477886762 4.475875550918754 0.0
zeta acceptanceProb 0 63 51 -1073.8584154786101 4.463454466003027 0.0
zeta acceptanceProb 0 64 298 -5002.461118256128 3.3296938389222492 0.0
zeta acceptanceProb 0 64 100 -910.8769936063026 3.1115270862110678 0.0
zeta acceptanceProb 0 64 298 -806.5020561470233 3.28380074569756 0.0
zeta acceptanceProb 0 66 51 -1394.249617618411 5.9126295404334925 0.0
zeta acceptanceProb 0 66 298 -1683.0287069656656 2.474071978366822 0.0
zeta acceptanceProb 0 66 298 -1045.1621885807742 3.833360959827244 0.0
zeta acceptanceProb 0 67 100 -755.2957427212754 2.469674136080123 0.0
zeta acceptanceProb 0 67 112 -754.7278645354957 3.267959194241589 0.0
zeta acceptanceProb 0 68 100 -3214.8073698330563 2.841280342517771 0.0
zeta acceptanceProb 0 68 51 -789.564906872033 3.3135491422863006 0.0
zeta acceptanceProb 0 68 298 -1307.7548477227906 2.5402548828677283 0.0
zeta acceptanceProb 0 69 100 -947.5072569588581 2.173111525457232 0.0
zeta acceptanceProb 0 69 298 -1210.967957214963 2.469760468105992 0.0
zeta acceptanceProb 0 70 298 -2026.1192265482869 4.750460223220356 0.0
zeta acceptanceProb 0 70 100 -1002.3460607611072 3.029868094785118 0.0
zeta acceptanceProb 0 70 298 -1199.6305564258191 3.239667817268303 0.0
zeta acceptanceProb 0 70 324 -5254.964102804608 -0.8138587092829486 0.0
zeta acceptanceProb 0 70 298 -1670.1284266474693 3.452710611668533 0.0
zeta acceptanceProb 0 71 298 -1916.0033159696588 4.750460180457246 0.0
zeta acceptanceProb 0 71 298 -1988.5060866679537 3.8342091194034795 0.0
zeta acceptanceProb 0 71 298 -1440.3009013454252 5.439630756015231 0.0
zeta acceptanceProb 0 72 51 -756.3341478036648 3.1252883739574133 0.0
zeta acceptanceProb 0 72 298 -851.6111139538854 5.504027583962207 0.0
zeta acceptanceProb 0 73 100 -972.6373939877375 2.098079399565061 0.0
zeta acceptanceProb 0 74 100 -1434.224810834821 4.843885293872941 0.0
zeta acceptanceProb 0 74 298 -1262.581746886081 3.8358796652624583 0.0
zeta acceptanceProb 0 74 324 -1391.937093095136 -0.9136588309850588 0.0
zeta acceptanceProb 0 75 51 -1005.8351201552925 5.19886417298162 0.0
zeta acceptanceProb 0 75 100 -4239.291519686264 3.3012059775881366 0.0
zeta acceptanceProb 0 75 100 -2111.7113090871394 3.740148143346941 0.0
zeta acceptanceProb 0 75 324 -1581.895508042071 -1.3290826051373408 0.0
zeta acceptanceProb 0 76 51 -2122.2040592480125 4.176432043604576 0.0
zeta acceptanceProb 0 76 100 -1367.2152394185998 3.299106726395133 0.0
zeta acceptanceProb 0 76 298 -780.2458536511105 2.9978734671830303 0.0
zeta acceptanceProb 0 76 100 -1603.5325522406315 4.997583158313839 0.0
zeta acceptanceProb 0 76 100 -1344.9119356213132 2.267259370968197 0.0
zeta acceptanceProb 0 76 298 -2143.4925669492927 5.297639314754412 0.0
zeta acceptanceProb 0 77 100 -977.7118045822388 4.488496301423162 0.0
zeta acceptanceProb 0 77 324 -1597.760056628453 -4.412907921894461 0.0
zeta acceptanceProb 0 77 100 -894.5859046447737 4.132585865990242 0.0
xi acceptanceProb 0 78 324 -2567.019675710771 -4.840742700355758 0.0
zeta acceptanceProb 0 78 100 -874.5580337882775 4.297564201151083 0.0
zeta acceptanceProb 0 78 324 -1474.4596589891696 -4.575206707696543 0.0
zeta acceptanceProb 0 80 100 -817.8731229884434 4.86698446391326 0.0
zeta acceptanceProb 0 80 298 -1777.3749399178578 5.464134623253098 0.0
zeta acceptanceProb 0 80 100 -1058.0281802889908 3.8712454141564954 0.0
zeta acceptanceProb 0 80 298 -864.3219564251708 3.223741729434643 0.0
zeta acceptanceProb 0 81 51 -992.0062964505252 6.2566199543423835 0.0
zeta acceptanceProb 0 81 100 -1868.8558608221317 4.932643743378798 0.0
zeta acceptanceProb 0 82 51 -1157.7458710846176 3.9685109107532255 0.0
zeta acceptanceProb 0 83 51 -900.2753038763979 5.638183234764605 0.0
zeta acceptanceProb 0 84 100 -2064.7008825869543 4.517500562084762 0.0
zeta acceptanceProb 0 84 298 -1227.4677788242163 1.632027004488286 0.0
zeta acceptanceProb 0 85 51 -1682.418208994672 5.191229603273967 0.0
zeta acceptanceProb 0 85 298 -1347.7385905284941 1.3057610606209282 0.0
zeta acceptanceProb 0 86 298 -1331.5247468503665 5.463244413524645 0.0
zeta acceptanceProb 0 86 100 -1856.8116181497176 3.4440174740026333 0.0
zeta acceptanceProb 0 87 100 -1111.5864740933441 4.0623626848872645 0.0
zeta acceptanceProb 0 89 51 -1150.3025432707893 4.96513901733873 0.0
zeta acceptanceProb 0 89 298 -1651.8332738404545 3.159018843117079 0.0
zeta acceptanceProb 0 90 100 -879.4897502890067 4.190390838357419 0.0
zeta acceptanceProb 0 90 100 -1087.5992927421253 3.905852464105565 0.0
zeta acceptanceProb 0 90 100 -777.9200839894104 3.5711433675232804 0.0
zeta acceptanceProb 0 91 298 -1565.1476133690019 3.7505176865216603 0.0
zeta acceptanceProb 0 91 100 -991.4980834457938 3.9058582441720975 0.0
zeta acceptanceProb 0 91 298 -1122.3014781149964 2.55598348003524 0.0
zeta acceptanceProb 0 92 298 -1685.6858117713575 3.2519327755134837 0.0
zeta acceptanceProb 0 92 298 -1232.4321285514918 2.555986534606184 0.0
zeta acceptanceProb 0 93 100 -1173.8743411736295 4.8544893721180316 0.0
zeta acceptanceProb 0 93 298 -2346.9258768768586 3.394500294190859 0.0
zeta acceptanceProb 0 94 51 -4944.992829110548 6.415186472071635 0.0
zeta acceptanceProb 0 94 51 -1299.228436840151 6.111887034256291 0.0
zeta acceptanceProb 0 94 298 -842.9060059339072 5.43750324418832 0.0
zeta acceptanceProb 0 95 51 -935.8408627633393 5.822697018478069 0.0
zeta acceptanceProb 0 95 100 -2048.314240798058 4.901606443622052 0.0
zeta acceptanceProb 0 95 298 -1095.5317102429347 4.128926094213588 0.0
zeta acceptanceProb 0 96 100 -1412.4347092182775 4.270458516107533 0.0
zeta acceptanceProb 0 96 51 -1230.0631190656438 5.94108839217618 0.0
zeta acceptanceProb 0 96 100 -948.3154549150828 4.999464173711455 0.0
zeta acceptanceProb 0 98 51 -2594.483351543529 5.708718391200954 0.0
zeta acceptanceProb 0 98 51 -1001.1594521343172 6.140502918136223 0.0
zeta acceptanceProb 0 98 100 -1040.602501961694 4.8794540656187815 0.0
zeta acceptanceProb 0 98 51 -774.5664217073471 4.448896256844488 0.0
zeta acceptanceProb 0 99 100 -914.5054439173091 3.8225259633856843 0.0
zeta acceptanceProb 0 100 298 -2340.414574767673 4.960928458824826 0.0
zeta acceptanceProb 0 100 100 -805.035095563061 5.805455585894077 0.0
zeta acceptanceProb 0 101 51 -1127.9861712499408 6.478570422638999 0.0
zeta acceptanceProb 0 101 100 -1229.9975240160175 4.767537977917528 0.0
zeta acceptanceProb 0 101 100 -858.2362239142959 4.070757697889452 0.0
zeta acceptanceProb 0 101 298 -1484.0599090836736 3.8541290949020075 0.0
zeta acceptanceProb 0 102 100 -793.7541905985735 3.069467200482413 0.0
zeta acceptanceProb 0 102 298 -1016.4207455978868 3.738373401504972 0.0
zeta acceptanceProb 0 103 298 -2505.3293170177258 3.400458426514095 0.0
zeta acceptanceProb 0 103 100 -823.0151441275751 5.4713737564442955 0.0
zeta acceptanceProb 0 104 100 -1057.8272483772053 3.4462378237845783 0.0
zeta acceptanceProb 0 104 51 -1090.571516431993 6.1039811706914655 0.0
zeta acceptanceProb 0 105 51 -746.7368473566968 6.194867001952998 0.0
zeta acceptanceProb 0 105 298 -1247.9006614518084 3.797815976388763 0.0
zeta acceptanceProb 0 105 100 -910.9967317710502 3.7915368384249706 0.0
zeta acceptanceProb 0 106 298 -994.1335861816171 3.6623369188121835 0.0
zeta acceptanceProb 0 106 298 -862.6013216202309 3.0561537530030796 0.0
zeta acceptanceProb 0 108 100 -1143.5051684585437 2.608349850550274 0.0
zeta acceptanceProb 0 108 298 -3652.433488744322 3.6991043405929815 0.0
zeta acceptanceProb 0 108 51 -843.7284116387099 5.706672746255852 0.0
zeta acceptanceProb 0 109 298 -4059.184154415172 4.673975292383275 0.0
zeta acceptanceProb 0 110 51 -964.8749322892837 4.594342659865116 0.0
zeta acceptanceProb 0 110 298 -1494.2453593986625 3.4704423770129464 0.0
zeta acceptanceProb 0 110 298 -803.2021839420627 4.673975207728224 0.0
zeta acceptanceProb 0 112 51 -1569.2655987274643 4.833618017530858 0.0
zeta acceptanceProb 0 114 298 -1296.9159121879472 4.617723322169855 0.0
zeta acceptanceProb 0 115 298 -4157.883488083409 4.7399665660347114 0.0
zeta acceptanceProb 0 116 100 -2576.9687384773215 0.5644179375906506 0.0
zeta acceptanceProb 0 118 100 -1471.712782358876 4.878296810543539 0.0
zeta acceptanceProb 0 118 100 -1280.5531059744037 5.164801192872963 0.0
zeta acceptanceProb 0 119 100 -2895.5224823356116 4.8782712802105035 0.0
zeta acceptanceProb 0 119 298 -1763.9249644460804 4.085558578044818 0.0
zeta acceptanceProb 0 119 100 -2484.9055360813386 4.921547249683552 0.0
zeta acceptanceProb 0 120 298 -865.2997103950197 4.671776828484397 0.0
zeta acceptanceProb 0 121 298 -757.0101977757286 4.135905365955739 0.0
zeta acceptanceProb 0 121 100 -983.0770203624625 4.122205756387256 0.0
zeta acceptanceProb 0 123 298 -999.3070416255968 4.553089888320219 0.0
zeta acceptanceProb 0 125 100 -814.7335285435715 5.344398806603705 0.0
zeta acceptanceProb 0 126 298 -819.2303380622784 2.294554327960657 0.0
zeta acceptanceProb 0 127 51 -1816.9774803513355 4.861682137629318 0.0
zeta acceptanceProb 0 127 100 -768.3698076250308 1.5464400695584137 0.0
zeta acceptanceProb 0 128 100 -2083.829839428568 5.194683390214514 0.0
zeta acceptanceProb 0 128 298 -784.3773619786788 4.110543424619209 0.0
zeta acceptanceProb 0 129 298 -1982.0679098066764 4.894447018751103 0.0
zeta acceptanceProb 0 130 51 -1052.2652384838143 6.456942515466686 0.0
zeta acceptanceProb 0 131 100 -2917.528488105276 0.1066176747487968 0.0
zeta acceptanceProb 0 131 100 -762.8161163063511 3.250052216551696 0.0
zeta acceptanceProb 0 132 100 -1018.8802706608446 4.099414034760076 0.0
zeta acceptanceProb 0 132 100 -967.3825902368982 3.216549455180071 0.0
zeta acceptanceProb 0 132 298 -1826.2742769021881 3.8296001167192073 0.0
zeta acceptanceProb 0 133 99 -997.2665908196083 1.5272392199689442 0.0
eta acceptanceProb 0 134 382 -971.0585142219362 4.787293534117369 0.0
zeta acceptanceProb 0 134 298 -1036.212124405766 3.3852675801837515 0.0
zeta acceptanceProb 0 134 100 -869.8448853530921 2.0241242238448143 0.0
zeta acceptanceProb 0 136 100 -2728.8391138523007 5.138558921513221 0.0
zeta acceptanceProb 0 136 298 -2107.538322166874 3.534360251186664 0.0
xi acceptanceProb 0 137 91 -866.5532824340538 4.158420574146389 0.0
zeta acceptanceProb 0 137 51 -1022.0648140978941 5.74297908827419 0.0
zeta acceptanceProb 0 137 100 -812.3296661688188 1.6759108966329763 0.0
zeta acceptanceProb 0 137 100 -967.965076984927 4.317537366131045 0.0
zeta acceptanceProb 0 137 298 -928.3459365270821 3.329817053339623 0.0
zeta acceptanceProb 0 139 51 -2241.04091240734 5.213234690692027 0.0
zeta acceptanceProb 0 139 51 -1192.0864898052982 6.018259071192597 0.0
zeta acceptanceProb 0 140 51 -1079.206788122179 5.954839763595639 0.0
zeta acceptanceProb 0 141 51 -1118.097332507573 5.252460750623952 0.0
zeta acceptanceProb 0 142 298 -1623.100797100881 3.5839768564567698 0.0
zeta acceptanceProb 0 142 51 -1276.0572869426371 5.06755905928844 0.0
zeta acceptanceProb 0 143 298 -2675.380159649371 3.164715730389512 0.0
zeta acceptanceProb 0 144 51 -1367.9448467341906 6.572403824860678 0.0
zeta acceptanceProb 0 144 298 -1209.9476389074755 2.609693443776784 0.0
zeta acceptanceProb 0 144 100 -1285.573663741746 1.8844522830238937 0.0
zeta acceptanceProb 0 145 51 -895.5801670650415 4.360877994875108 0.0
zeta acceptanceProb 0 145 100 -1047.7174637676192 3.9279918855528315 0.0
zeta acceptanceProb 0 147 51 -781.172916286577 5.8569449643917615 0.0
zeta acceptanceProb 0 147 298 -1368.1004809248611 2.7229955023343932 0.0
zeta acceptanceProb 0 148 51 -2121.613278319749 5.98001737724776 0.0
zeta acceptanceProb 0 149 100 -1063.8706982006365 3.8444696494528356 0.0
zeta acceptanceProb 0 151 51 -2728.5127399786284 3.1464595608007437 0.0
zeta acceptanceProb 0 152 100 -908.3140426428885 1.903653838366929 0.0
zeta acceptanceProb 0 153 51 -1046.8992612810564 3.821102764569079 0.0
zeta acceptanceProb 0 153 100 -1514.6846218352289 4.382807885867991 0.0
zeta acceptanceProb 0 154 51 -1223.2339230915104 3.8216899466685827 0.0
zeta acceptanceProb 0 154 100 -1930.3747271426646 4.3821734951216555 0.0
zeta acceptanceProb 0 155 100 -839.507384178085 3.2761610211410073 0.0
zeta acceptanceProb 0 155 298 -1253.216845850556 3.3576874873309555 0.0
xi acceptanceProb 0 156 382 -884.1022928841132 2.070666333085601 0.0
zeta acceptanceProb 0 156 51 -1413.0559646527126 6.584847540765934 0.0
zeta acceptanceProb 0 157 51 -1401.7214413068518 6.579178856482204 0.0
zeta acceptanceProb 0 157 298 -894.5086420972019 4.168021987480193 0.0
zeta acceptanceProb 0 158 298 -890.6228959290468 2.408969894552606 0.0
zeta acceptanceProb 0 159 298 -1102.7125313608612 4.915148904923251 0.0
zeta acceptanceProb 0 160 51 -1417.3989798010841 6.579486934526273 0.0
zeta acceptanceProb 0 161 51 -1600.0479676740633 6.57969471369174 0.0
zeta acceptanceProb 0 161 298 -2005.6436748047256 4.915148829843715 0.0
zeta acceptanceProb 0 161 51 -764.4241411108546 5.4867593836370085 0.0
zeta acceptanceProb 0 163 51 -1482.9333435975009 6.344905400970912 0.0
zeta acceptanceProb 0 164 51 -905.3802169441396 5.50157518479366 0.0
zeta acceptanceProb 0 165 100 -948.9176563197692 0.34086429367649007 0.0
zeta acceptanceProb 0 165 298 -878.6677620388114 4.979073533946191 0.0
zeta acceptanceProb 0 166 100 -2088.3954101106165 0.34306330361863946 0.0
zeta acceptanceProb 0 166 100 -978.469596896136 3.3468355537486456 0.0
zeta acceptanceProb 0 167 298 -988.8847278492121 4.462338311949866 0.0
zeta acceptanceProb 0 169 298 -918.2860805182996 4.4623384629036575 0.0
zeta acceptanceProb 0 169 100 -1327.8652751296174 0.657616405699244 0.0
xi acceptanceProb 0 170 382 -751.1133308834338 2.8191208586517753 0.0
zeta acceptanceProb 0 170 100 -1873.765414518896 -0.15289386071066158 0.0
zeta acceptanceProb 0 170 298 -788.4365865717907 3.989515251333326 0.0
zeta acceptanceProb 0 171 51 -850.4432129765196 3.8813183358930696 0.0
zeta acceptanceProb 0 172 100 -777.8750396415029 4.1002312962623915 0.0
zeta acceptanceProb 0 173 298 -2490.7478482132015 3.3643251107963126 0.0
zeta acceptanceProb 0 173 100 -766.1882971038992 4.300248398010295 0.0
zeta acceptanceProb 0 173 100 -1106.8807933764967 4.135360806400608 0.0
zeta acceptanceProb 0 174 298 -840.4497572807425 0.028511629333366706 0.0
zeta acceptanceProb 0 175 298 -995.82176075724 3.588093120928324 0.0
zeta acceptanceProb 0 176 100 -1467.554248247519 4.431730838958773 0.0
zeta acceptanceProb 0 176 51 -2783.0052528484775 5.835802026755097 0.0
zeta acceptanceProb 0 177 100 -1040.6904669821347 3.8249534897765027 0.0
zeta acceptanceProb 0 177 298 -1229.1060563039016 1.0295245008622396 0.0
zeta acceptanceProb 0 178 298 -864.0236745769354 4.83117544481455 0.0
zeta acceptanceProb 0 178 51 -2179.349071164513 5.87214540600961 0.0
zeta acceptanceProb 0 178 298 -833.9496693141639 1.6998829461655176 0.0
zeta acceptanceProb 0 181 298 -1128.3033335249233 1.7019275360178727 0.0
zeta acceptanceProb 0 186 51 -1457.0124100782562 6.0844053548798955 0.0
zeta acceptanceProb 0 188 51 -1305.359111376148 6.604296911033513 0.0
zeta acceptanceProb 0 189 100 -773.679536001559 3.3282255969830046 0.0
xi acceptanceProb 0 190 382 -815.9550551004174 2.1867479104430982 0.0
zeta acceptanceProb 0 191 51 -983.0208766782637 6.544084443768139 0.0
zeta acceptanceProb 0 191 298 -838.5818580197781 1.7844527601296583 0.0
zeta acceptanceProb 0 192 298 -1578.7043982011246 2.1567363836982247 0.0
zeta acceptanceProb 0 192 298 -1625.229842591835 1.5660375718314103 0.0
zeta acceptanceProb 0 194 100 -934.4695155239461 3.6075604480723285 0.0
zeta acceptanceProb 0 196 298 -1128.086874090334 2.777773619540845 0.0
zeta acceptanceProb 0 198 100 -750.1241532835179 3.2390364987061697 0.0
zeta acceptanceProb 0 199 298 -1040.0933287601513 3.2283191011011265 0.0
zeta acceptanceProb 0 199 298 -1172.9163307212689 3.8806285569666064 0.0
zeta acceptanceProb 0 200 51 -1001.4433549013387 6.441500507390357 0.0
zeta acceptanceProb 0 200 298 -1274.2452808623948 3.5579881846418138 0.0
zeta acceptanceProb 0 202 298 -1001.1963791947044 4.303869839206471 0.0
zeta acceptanceProb 0 202 51 -990.1236815120956 6.130831065687899 0.0
zeta acceptanceProb 0 204 298 -2038.897767550414 4.459552470321119 0.0
zeta acceptanceProb 0 204 51 -1047.3428415482776 5.207279471167499 0.0
zeta acceptanceProb 0 205 100 -1749.3246990863163 4.737328597698179 0.0
zeta acceptanceProb 0 205 51 -1016.9670468641276 6.0607978178676385 0.0
zeta acceptanceProb 0 205 298 -1357.8813485949727 3.6013524020949017 0.0
zeta acceptanceProb 0 206 100 -1076.3556661611044 0.7853420060188858 0.0
zeta acceptanceProb 0 206 51 -900.2149293645853 5.498158662116991 0.0
zeta acceptanceProb 0 207 298 -1039.3949072503544 4.841976155239339 0.0
zeta acceptanceProb 0 208 298 -1652.675477245201 4.45205125683532 0.0
zeta acceptanceProb 0 208 298 -822.7865014593464 2.2506793523597595 0.0
zeta acceptanceProb 0 208 51 -1126.653657548486 5.288751413792642 0.0
zeta acceptanceProb 0 209 298 -1214.4822888517185 4.452052909110767 0.0
zeta acceptanceProb 0 210 51 -1212.3724533175896 4.582478482660194 0.0
zeta acceptanceProb 0 210 298 -806.1046868525724 3.6129738234321436 0.0
zeta acceptanceProb 0 211 100 -1363.8010127329537 -2.0824785433461583 0.0
zeta acceptanceProb 0 211 298 -1596.0450970634301 4.9991830701220215 0.0
zeta acceptanceProb 0 212 100 -2642.4342189932063 4.67868164600873 0.0
zeta acceptanceProb 0 213 298 -1465.1038069076303 4.773131394995268 0.0
zeta acceptanceProb 0 213 298 -1169.9300290255876 4.363134657169078 0.0
zeta acceptanceProb 0 213 298 -2310.1271996444843 2.401223493717751 0.0
zeta acceptanceProb 0 214 100 -1727.8960584769256 -2.7377650424247344 0.0
zeta acceptanceProb 0 214 298 -889.3287687413813 4.042287068073505 0.0
zeta acceptanceProb 0 214 298 -1954.2596843311467 2.4012257907370067 0.0
zeta acceptanceProb 0 215 298 -912.5633432326731 4.347467826691176 0.0
zeta acceptanceProb 0 215 51 -1519.2001017453802 6.459834552543342 0.0
zeta acceptanceProb 0 216 51 -1203.1977503337644 3.859328839104151 0.0
zeta acceptanceProb 0 216 100 -5283.170443311184 2.3806205853826925 0.0
zeta acceptanceProb 0 217 100 -1200.776081367685 3.9875315367482775 0.0
zeta acceptanceProb 0 218 100 -1086.216967091597 4.555685423119787 0.0
zeta acceptanceProb 0 218 100 -785.549532008404 -2.415735375697072 0.0
zeta acceptanceProb 0 219 100 -1154.8333131672678 3.0551017287347517 0.0
zeta acceptanceProb 0 220 51 -1398.7751219620861 5.614054447534468 0.0
zeta acceptanceProb 0 220 298 -3028.5169364020303 3.263395217472333 0.0
zeta acceptanceProb 0 220 100 -855.0195767119885 3.7622944082001375 0.0
zeta acceptanceProb 0 221 51 -933.3831312103961 6.1102345793432455 0.0
zeta acceptanceProb 0 221 298 -1639.7050486574585 3.263395236037233 0.0
zeta acceptanceProb 0 222 51 -1478.923784271358 6.568406126403257 0.0
zeta acceptanceProb 0 224 298 -844.7446753384769 3.2633951465620203 0.0
zeta acceptanceProb 0 225 100 -1084.5322429196008 0.33205657345088335 0.0
zeta acceptanceProb 0 226 298 -1642.622541266024 4.4913122195727055 0.0
zeta acceptanceProb 0 227 298 -841.8647106902931 1.2404228647328952 0.0
zeta acceptanceProb 0 228 51 -1019.7083903454628 5.409208615587408 0.0
zeta acceptanceProb 0 229 298 -1077.1273490323274 4.072524237718957 0.0
zeta acceptanceProb 0 229 298 -1164.1210580639904 3.9944477538664773 0.0
zeta acceptanceProb 0 230 100 -1173.586522332286 1.0282016395415794 0.0
zeta acceptanceProb 0 232 298 -1959.0942921334306 4.498725019986344 0.0
zeta acceptanceProb 0 233 100 -1416.8240447437222 -0.7118165961057858 0.0
zeta acceptanceProb 0 235 298 -1220.1882146350179 2.726812842471227 0.0
zeta acceptanceProb 0 235 51 -1016.8668311737337 6.1697100536621905 0.0
zeta acceptanceProb 0 235 298 -786.2708070138791 4.920685404398138 0.0
zeta acceptanceProb 0 236 298 -2181.856092869637 4.834524350675709 0.0
zeta acceptanceProb 0 237 298 -1250.0376450112485 4.074262782332696 0.0
zeta acceptanceProb 0 238 298 -1039.3582562401755 2.6773224782449443 0.0
zeta acceptanceProb 0 240 100 -1671.5478274600616 3.0108653049444394 0.0
zeta acceptanceProb 0 241 298 -1441.2998682908055 4.775197784816186 0.0
zeta acceptanceProb 0 243 100 -1204.340107169057 3.169094258809598 0.0
zeta acceptanceProb 0 243 298 -2211.794226214802 3.6269428973926328 0.0
zeta acceptanceProb 0 244 298 -1191.3707535673004 4.360249797026447 0.0
zeta acceptanceProb 0 244 298 -2245.7278629198786 3.7932139971574004 0.0
zeta acceptanceProb 0 245 100 -940.096880848705 4.656737833575592 0.0
zeta acceptanceProb 0 245 298 -1453.2578906139497 4.498123314843503 0.0
zeta acceptanceProb 0 246 100 -834.9329563141507 4.3677345439206405 0.0
zeta acceptanceProb 0 246 298 -861.0581309461322 3.2763472643579776 0.0
zeta acceptanceProb 0 247 298 -1086.4677378698661 3.276348380082708 0.0
zeta acceptanceProb 0 249 100 -1440.3618329389942 2.126132025232573 0.0
zeta acceptanceProb 0 249 298 -1038.1989291516352 4.538986112182274 0.0
zeta acceptanceProb 0 249 298 -2512.3912056848285 4.678069412851317 0.0
zeta acceptanceProb 0 250 100 -1740.1297620588446 2.126206194410327 0.0
zeta acceptanceProb 0 250 51 -1270.9851885349976 6.701533600525257 0.0
zeta acceptanceProb 0 250 298 -1074.426479846324 4.593035420089278 0.0
zeta acceptanceProb 0 251 298 -2891.0621937076007 4.061356479514925 0.0
zeta acceptanceProb 0 251 298 -1960.7004969995426 4.479365079631156 0.0
zeta acceptanceProb 0 252 51 -1249.6215459389186 6.512977796749665 0.0
zeta acceptanceProb 0 252 298 -1610.252885462304 3.6760366796878374 0.0
zeta acceptanceProb 0 252 100 -1041.8792667646785 4.264510244324629 0.0
zeta acceptanceProb 0 253 100 -1608.169506832185 1.9308554415902535 0.0
zeta acceptanceProb 0 253 298 -829.665333293094 4.0200235217499 0.0
zeta acceptanceProb 0 253 298 -884.3742912146156 4.155239748061792 0.0
zeta acceptanceProb 0 254 100 -868.1161663100272 0.008475716505322861 0.0
zeta acceptanceProb 0 254 298 -3824.407787583579 3.1819220888876902 0.0
zeta acceptanceProb 0 254 298 -1057.7710491755363 4.329902409958202 0.0
zeta acceptanceProb 0 256 298 -819.9689953717597 2.9878203832314556 0.0
zeta acceptanceProb 0 256 99 -860.8162191905727 1.764565857709473 0.0
zeta acceptanceProb 0 258 298 -2916.1016536496304 3.084313489417702 0.0
zeta acceptanceProb 0 258 100 -856.3124650778557 1.2616193982786852 0.0
zeta acceptanceProb 0 258 298 -2011.9557561497218 2.791268862576855 0.0
zeta acceptanceProb 0 259 298 -1018.9598196164453 1.2503808261475866 0.0
zeta acceptanceProb 0 259 100 -876.2415590143859 1.2617905861889014 0.0
zeta acceptanceProb 0 260 298 -2205.434246813665 4.170106767922113 0.0
zeta acceptanceProb 0 261 100 -1274.4340476865395 4.662715991317832 0.0
zeta acceptanceProb 0 262 51 -861.864560653341 6.4122741586074135 0.0
zeta acceptanceProb 0 262 298 -945.6446481512498 4.44919053472921 0.0
zeta acceptanceProb 0 262 51 -3422.210461437998 5.8441796561264185 0.0
zeta acceptanceProb 0 264 51 -2392.819945207553 6.4714831428382125 0.0
zeta acceptanceProb 0 264 100 -1170.7411764833073 4.365150264250559 0.0
zeta acceptanceProb 0 265 51 -752.7533498662478 6.048452640121246 0.0
zeta acceptanceProb 0 265 100 -789.7364337514944 2.092977560462592 0.0
zeta acceptanceProb 0 265 51 -782.9953715692419 6.464753690935646 0.0
zeta acceptanceProb 0 265 100 -1365.358891721236 4.2567016145098036 0.0
zeta acceptanceProb 0 265 298 -1537.7283202847598 4.980088740694612 0.0
zeta acceptanceProb 0 265 298 -1818.0032061200457 3.0275272517231504 0.0
zeta acceptanceProb 0 266 100 -966.918377756297 3.306035957316577 0.0
zeta acceptanceProb 0 266 51 -1327.3728735078862 5.574625182148934 0.0
zeta acceptanceProb 0 267 298 -1292.0855287402553 2.4081757196109344 0.0
zeta acceptanceProb 0 267 298 -1029.6849159797584 4.9800888202254106 0.0
zeta acceptanceProb 0 268 100 -1300.67333769251 4.394738312083316 0.0
zeta acceptanceProb 0 268 298 -807.7237641047278 1.9665299648230041 0.0
zeta acceptanceProb 0 269 100 -4484.881196584942 4.690486583177418 0.0
zeta acceptanceProb 0 270 51 -887.3047658942347 6.797503061681431 0.0
zeta acceptanceProb 0 270 298 -1276.1190338039696 4.176218110322259 0.0
zeta acceptanceProb 0 271 298 -1361.666290283871 4.176218270169229 0.0
zeta acceptanceProb 0 272 100 -2119.0589921527044 1.319527884356357 0.0
zeta acceptanceProb 0 272 298 -842.086532793673 4.176218481791297 0.0
zeta acceptanceProb 0 272 51 -2986.1820615793463 5.725140702258084 0.0
zeta acceptanceProb 0 273 51 -915.5803189642112 6.3314211052158464 0.0
zeta acceptanceProb 0 273 100 -1195.7307430506974 4.423902753920118 0.0
zeta acceptanceProb 0 272 298 -2384.1901902096424 2.6312343170858727 0.0
zeta acceptanceProb 0 273 298 -805.9944256217577 2.6312385424287004 0.0
zeta acceptanceProb 0 274 298 -834.3990285206537 4.219190220708672 0.0
zeta acceptanceProb 0 275 100 -1446.9896334846987 3.373912120442892 0.0
zeta acceptanceProb 0 275 298 -910.1761962035046 1.6132630328379913 0.0
zeta acceptanceProb 0 276 100 -1245.6109896727978 4.165520062292858 0.0
eta acceptanceProb 0 276 382 -1204.5043478855096 3.430199399072144 0.0
zeta acceptanceProb 0 278 100 -890.0266765710114 2.0370141499834795 0.0
zeta acceptanceProb 0 279 298 -834.9989363595373 3.653200100544798 0.0
zeta acceptanceProb 0 280 298 -2486.9925292212606 3.339054466185938 0.0
zeta acceptanceProb 0 280 100 -1865.3504812551078 3.7600905312236073 0.0
zeta acceptanceProb 0 282 100 -1152.6818848812786 3.3448048362884624 0.0
zeta acceptanceProb 0 282 51 -1050.6809683592003 4.211356660724091 0.0
zeta acceptanceProb 0 283 100 -1313.632442245634 4.873626152388704 0.0
zeta acceptanceProb 0 284 100 -743.0857003859694 4.317280996881607 0.0
zeta acceptanceProb 0 285 298 -1623.8917465147856 5.065851981869367 0.0
zeta acceptanceProb 0 286 100 -848.4456898806509 4.072628023423542 0.0
zeta acceptanceProb 0 285 100 -795.5628086732164 2.480566829146034 0.0
zeta acceptanceProb 0 286 100 -1470.7708217141842 3.5709939636197374 0.0
zeta acceptanceProb 0 286 298 -6455.855323184658 1.4843504788717579 0.0
zeta acceptanceProb 0 287 100 -1724.4253978785673 4.057834745313035 0.0
zeta acceptanceProb 0 289 298 -964.3390862165298 4.363906656701815 0.0
zeta acceptanceProb 0 290 298 -1883.5233113866864 4.202721279296953 0.0
zeta acceptanceProb 0 291 100 -1024.594463807452 3.4947638262879503 0.0
zeta acceptanceProb 0 292 100 -1051.6857484597701 2.800686005042672 0.0
zeta acceptanceProb 0 292 298 -1317.1551090154662 3.820036002913722 0.0
zeta acceptanceProb 0 293 100 -4147.989607280005 2.423502227496549 0.0
zeta acceptanceProb 0 294 51 -1041.9288791468578 5.782680151551831 0.0
zeta acceptanceProb 0 294 100 -1373.5950137201514 2.861732493809382 0.0
zeta acceptanceProb 0 295 100 -919.911052938578 4.142676775103597 0.0
zeta acceptanceProb 0 295 298 -1781.6694512804222 4.106989017696289 0.0
zeta acceptanceProb 0 296 51 -1712.739532095333 6.003916137998704 0.0
zeta acceptanceProb 0 296 100 -774.2246789346793 3.1789397727625746 0.0
zeta acceptanceProb 0 297 298 -914.0646765252391 4.019539847369406 0.0
zeta acceptanceProb 0 297 298 -1797.689212663117 4.920706672510143 0.0
zeta acceptanceProb 0 298 51 -903.6685735702104 6.403689669327164 0.0
zeta acceptanceProb 0 298 100 -807.3799327937844 4.3588045058562646 0.0
zeta acceptanceProb 0 299 51 -1052.5398293286846 6.209276975503135 0.0
zeta acceptanceProb 0 298 100 -1907.738498260762 3.757765584490651 0.0
zeta acceptanceProb 0 299 298 -1378.5458979754317 5.144140335602969 0.0
zeta acceptanceProb 0 300 298 -746.3683770779145 3.7420376233047903 0.0
zeta acceptanceProb 0 302 100 -1033.6363536283195 3.5879643789618827 0.0
zeta acceptanceProb 0 304 100 -2358.0820586073187 5.760313238445875 0.0
zeta acceptanceProb 0 304 298 -1118.5297103759508 4.76226007409798 0.0
zeta acceptanceProb 0 305 51 -874.0544417834878 5.280733262210363 0.0
zeta acceptanceProb 0 305 298 -3011.7292434549786 2.882233148007208 0.0
zeta acceptanceProb 0 306 298 -1773.817855429333 2.1227040596214377 0.0
zeta acceptanceProb 0 306 298 -5004.138989771088 4.348757592422825 0.0
zeta acceptanceProb 0 308 100 -1206.648814532265 1.4302892825432476 0.0
zeta acceptanceProb 0 308 298 -931.7376646685519 3.666411444680269 0.0
zeta acceptanceProb 0 309 100 -1358.650577048665 1.6102342932883045 0.0
zeta acceptanceProb 0 309 298 -1802.3895450359053 2.5708136284995633 0.0
zeta acceptanceProb 0 309 298 -1473.9577153229263 4.713956653043041 0.0
zeta acceptanceProb 0 310 298 -1850.538205222264 2.5708130971158503 0.0
zeta acceptanceProb 0 312 100 -1646.3889970759976 4.345484765686613 0.0
zeta acceptanceProb 0 312 298 -2173.6930298097473 2.555577400135303 0.0
zeta acceptanceProb 0 313 51 -932.9617473091372 5.849513211491505 0.0
zeta acceptanceProb 0 313 100 -1018.5519541535128 1.7103825437843225 0.0
zeta acceptanceProb 0 315 99 -778.2134751604792 3.1886751082386557 0.0
zeta acceptanceProb 0 315 100 -2259.4042655182443 0.9097749097841832 0.0
zeta acceptanceProb 0 315 298 -2875.230919855869 4.022526326430288 0.0
zeta acceptanceProb 0 316 298 -863.0652255525986 1.138226214116501 0.0
zeta acceptanceProb 0 317 51 -2156.284500168738 3.45473572089848 0.0
zeta acceptanceProb 0 316 51 -1820.2549750098642 5.034050608521087 0.0
zeta acceptanceProb 0 317 298 -1187.5804045631103 4.229985453192928 0.0
zeta acceptanceProb 0 319 298 -829.0531962026045 5.179549902176888 0.0
zeta acceptanceProb 0 318 100 -827.33904925957 3.2604390052533745 0.0
zeta acceptanceProb 0 320 298 -1064.4983093347469 1.6521183659835872 0.0
zeta acceptanceProb 0 321 298 -1110.0553915886537 5.1405205359396895 0.0
zeta acceptanceProb 0 322 100 -775.4971020796116 3.517423017327894 0.0
zeta acceptanceProb 0 325 51 -960.1889184121688 6.2702976989547725 0.0
zeta acceptanceProb 0 325 298 -1006.7661148793213 1.9470333364521561 0.0
zeta acceptanceProb 0 324 112 -830.754796723511 1.060939089501939 0.0
zeta acceptanceProb 0 326 51 -913.6393351327827 5.9560491406705705 0.0
zeta acceptanceProb 0 326 298 -1061.1054704032092 2.5725684721249813 0.0
zeta acceptanceProb 0 327 298 -823.9797346603124 1.8222130753573857 0.0
zeta acceptanceProb 0 327 298 -1617.2474670951754 2.287860310209689 0.0
zeta acceptanceProb 0 329 100 -839.1813180246318 4.202200284348011 0.0
zeta acceptanceProb 0 330 100 -778.2847211326895 3.9188098261128097 0.0
zeta acceptanceProb 0 330 298 -1630.6061591140242 2.6739443355554564 0.0
zeta acceptanceProb 0 329 51 -772.8182103403196 4.990643311683212 0.0
xi acceptanceProb 0 331 382 -821.6461620921383 -0.37626483052344684 0.0
zeta acceptanceProb 0 331 298 -840.6615673115147 2.0782118259836424 0.0
zeta acceptanceProb 0 333 100 -949.3264634828665 -0.5134814515048514 0.0
zeta acceptanceProb 0 332 298 -850.4227742622821 1.7273525044669933 0.0
zeta acceptanceProb 0 334 298 -2001.1272312641127 4.463360001760098 0.0
zeta acceptanceProb 0 335 298 -1532.076522944963 3.45731809736068 0.0
zeta acceptanceProb 0 335 51 -2701.811964074443 3.857576215492985 0.0
zeta acceptanceProb 0 337 100 -1074.2920792840696 1.8278421945212107 0.0
zeta acceptanceProb 0 337 51 -923.3679266020689 5.033206710175358 0.0
eta acceptanceProb 0 339 382 -803.3097324927576 3.5936624411352844 0.0
zeta acceptanceProb 0 339 298 -796.9755755231174 4.685133253105228 0.0
zeta acceptanceProb 0 339 298 -1093.6519244355725 3.7071135050282726 0.0
zeta acceptanceProb 0 340 298 -806.1702140599083 5.382393854856931 0.0
zeta acceptanceProb 0 339 51 -1397.0840731982921 4.83020496828096 0.0
zeta acceptanceProb 0 339 100 -1852.3154646606527 2.652005518882331 0.0
zeta acceptanceProb 0 339 298 -1813.7920533535137 0.7796455573319392 0.0
zeta acceptanceProb 0 341 100 -843.4364751766672 2.7953685665815704 0.0
zeta acceptanceProb 0 343 100 -773.5388072182651 4.031028514812324 0.0
zeta acceptanceProb 0 342 51 -996.7393617983378 4.727960617135665 0.0
zeta acceptanceProb 0 344 100 -822.1535178801735 4.674700981042333 0.0
zeta acceptanceProb 0 344 100 -1448.4446765736923 4.030881904932679 0.0
xi acceptanceProb 0 345 138 -861.2498283762728 1.0507937848717166 0.0
zeta acceptanceProb 0 345 100 -1144.055033643141 4.674728598275484 0.0
zeta acceptanceProb 0 345 298 -955.2402763077799 3.6694173276096587 0.0
zeta acceptanceProb 0 347 100 -761.1964426867754 4.583786703358252 0.0
zeta acceptanceProb 0 347 298 -1086.049811985757 4.567931474935655 0.0
zeta acceptanceProb 0 348 100 -1195.1365338039604 3.9223540494078755 0.0
zeta acceptanceProb 0 349 298 -1507.0917714612845 4.9901995803471895 0.0
zeta acceptanceProb 0 350 51 -957.364314052231 5.940809234292152 0.0
zeta acceptanceProb 0 350 298 -1664.0963397712833 2.9216830425419924 0.0
zeta acceptanceProb 0 352 51 -1190.5196986512153 5.904865366813628 0.0
zeta acceptanceProb 0 351 100 -913.392379364038 3.8138595214046402 0.0
zeta acceptanceProb 0 352 100 -1206.7383893070212 3.4696668883087094 0.0
zeta acceptanceProb 0 354 350 -1230.029387310749 1.6922282701929867 0.0
zeta acceptanceProb 0 355 100 -1514.2873290854682 4.147612492727161 0.0
zeta acceptanceProb 0 356 100 -1266.004572679622 3.7871834499339534 0.0
zeta acceptanceProb 0 359 51 -1264.731799820541 4.956334093096467 0.0
zeta acceptanceProb 0 359 100 -1454.599535354074 4.255923851019436 0.0
zeta acceptanceProb 0 358 51 -1322.3195727516866 3.789514989915594 0.0
zeta acceptanceProb 0 358 298 -2637.6474008970363 1.913565276516712 0.0
zeta acceptanceProb 0 360 298 -1302.8533121000473 1.6563388471172784 0.0
zeta acceptanceProb 0 360 298 -1507.4103768380508 3.456715917953906 0.0
zeta acceptanceProb 0 361 298 -755.6423281590847 4.444541886895252 0.0
zeta acceptanceProb 0 360 100 -816.3827435012889 4.353653311881764 0.0
zeta acceptanceProb 0 362 298 -1423.2538341832587 4.856975067633083 0.0
zeta acceptanceProb 0 361 100 -2632.7335734666153 4.671202432098855 0.0
xi acceptanceProb 0 363 91 -1059.1241398762932 3.9318144460157156 0.0
zeta acceptanceProb 0 368 100 -814.7847772392385 0.8262712689497715 0.0
xi acceptanceProb 0 371 126 -2674.8950977977934 1.519135294040207 0.0
zeta acceptanceProb 0 371 126 -4309.629178512243 2.824018212935626 0.0
zeta acceptanceProb 0 372 100 -1255.0642025294246 4.194645160508113 0.0
zeta acceptanceProb 0 374 298 -1202.0357353811605 5.159245325707142 0.0
zeta acceptanceProb 0 373 100 -1269.4308074111357 3.686576407551666 0.0
zeta acceptanceProb 0 375 51 -921.2030790860499 6.314327999860806 0.0
zeta acceptanceProb 0 374 51 -882.3950087304955 6.289294584844583 0.0
zeta acceptanceProb 0 376 298 -979.6148574638572 4.981050211260081 0.0
zeta acceptanceProb 0 375 51 -1242.5773541865487 6.292184923416297 0.0
zeta acceptanceProb 0 376 51 -799.4864557234393 5.788184690447279 0.0
zeta acceptanceProb 0 378 298 -776.4543064242528 4.981049438221511 0.0
zeta acceptanceProb 0 379 298 -1756.455875127385 5.050513370342497 0.0
zeta acceptanceProb 0 378 51 -1297.165424908036 5.209828068812659 0.0
zeta acceptanceProb 0 378 100 -793.4814181123845 3.4583408227346943 0.0
zeta acceptanceProb 0 382 298 -4779.602042686584 4.541730250261104 0.0
zeta acceptanceProb 0 381 298 -4654.221755902741 4.400733469294524 0.0
zeta acceptanceProb 0 383 100 -949.7794105209927 5.198002093132619 0.0
zeta acceptanceProb 0 384 51 -1020.0420628125786 5.124319333867694 0.0
zeta acceptanceProb 0 384 100 -1640.6392700660738 5.198055619889261 0.0
zeta acceptanceProb 0 384 298 -874.1507242644523 4.665838625850881 0.0
zeta acceptanceProb 0 385 51 -993.98792151223 5.224932106565699 0.0
zeta acceptanceProb 0 385 298 -1286.9878373494334 5.054520192874035 0.0
zeta acceptanceProb 0 384 298 -973.181547721415 4.641478390679778 0.0
zeta acceptanceProb 0 386 100 -875.2287138007192 3.6877272443227853 0.0
zeta acceptanceProb 0 387 100 -1087.3468922815885 3.8350231373589985 0.0
zeta acceptanceProb 0 386 100 -1001.7645600722411 2.95439959804898 0.0
zeta acceptanceProb 0 389 100 -1474.7975336330355 3.834962073150308 0.0
zeta acceptanceProb 0 388 51 -2246.0728154160643 5.282131790027084 0.0
zeta acceptanceProb 0 389 100 -797.3884674488116 2.5648430658131627 0.0
zeta acceptanceProb 0 389 298 -1271.0492753021338 3.7492150182612356 0.0
zeta acceptanceProb 0 391 100 -1485.0210942313304 2.1062544048215597 0.0
zeta acceptanceProb 0 390 298 -887.1964836852247 3.070191339186817 0.0
zeta acceptanceProb 0 392 100 -754.3791574511864 1.9985092307553658 0.0
zeta acceptanceProb 0 392 51 -784.3772382372496 1.3900782758155978 0.0
zeta acceptanceProb 0 392 298 -1026.8055149615345 1.8575310191786194 0.0
zeta acceptanceProb 0 393 100 -955.1743297686917 3.0016904998349694 0.0
zeta acceptanceProb 0 394 100 -919.7295196241208 1.6653723586640887 0.0
zeta acceptanceProb 0 394 100 -908.8953920250514 3.4254137165298943 0.0
zeta acceptanceProb 0 393 51 -906.5862763464229 5.206518811830795 0.0
zeta acceptanceProb 0 395 100 -2038.1870590220196 3.4254152545254395 0.0
zeta acceptanceProb 0 394 298 -1767.7906776644454 3.8585229970008603 0.0
xi acceptanceProb 0 397 382 -762.1116120190471 2.232634512973969 0.0
zeta acceptanceProb 0 397 298 -1590.89462236697 4.446873072731333 0.0
zeta acceptanceProb 0 396 100 -889.8071160065589 2.8216091130862764 0.0
zeta acceptanceProb 0 399 298 -1584.8396436824771 4.087979427501564 0.0
zeta acceptanceProb 0 398 298 -2719.7247919214433 4.456846901597261 0.0
zeta acceptanceProb 0 400 298 -809.3107877033443 4.469126234391712 0.0
zeta acceptanceProb 0 399 298 -3570.842405167125 4.29791572004946 0.0
zeta acceptanceProb 0 402 298 -1123.2613253258949 3.9959448744157435 0.0
zeta acceptanceProb 0 403 100 -1218.787048500418 3.0759060836925873 0.0
zeta acceptanceProb 0 404 100 -1950.4486613648937 3.9326415624589925 0.0
zeta acceptanceProb 0 403 298 -1725.386963054755 4.964973584847227 0.0
zeta acceptanceProb 0 406 100 -2241.4923192256406 3.642011790965033 0.0
zeta acceptanceProb 0 405 100 -953.3503337205447 -0.5721583766585545 0.0
zeta acceptanceProb 0 405 298 -1040.5797818255994 4.958294678770724 0.0
zeta acceptanceProb 0 408 100 -1052.2982404292202 2.912213371733662 0.0
zeta acceptanceProb 0 410 298 -1312.7311614521063 3.62442669089069 0.0
zeta acceptanceProb 0 410 112 -776.4763081133797 2.218491702717382 0.0
zeta acceptanceProb 0 410 298 -870.0882698619678 4.046793799834473 0.0
zeta acceptanceProb 0 409 100 -1450.7541244082688 2.2511811237437627 0.0
zeta acceptanceProb 0 410 100 -2057.991544994544 3.4772780745202048 0.0
zeta acceptanceProb 0 413 100 -776.6576577009322 1.7516847625905725 0.0
zeta acceptanceProb 0 412 112 -748.4326891081855 2.620308940170757 0.0
zeta acceptanceProb 0 412 298 -778.1097416142811 2.942976261891212 0.0
eta acceptanceProb 0 415 382 -903.0463880389572 5.023817474319173 0.0
zeta acceptanceProb 0 415 51 -843.5198639288129 6.5774364659301385 0.0
zeta acceptanceProb 0 414 51 -935.0228700773582 5.909718077679544 0.0
zeta acceptanceProb 0 417 298 -1112.9598355258615 3.9132122579666033 0.0
zeta acceptanceProb 0 418 100 -1061.5881897003715 4.496844259595581 0.0
zeta acceptanceProb 0 420 298 -1572.4969728482788 1.9364176152840304 0.0
zeta acceptanceProb 0 419 298 -1270.0603229942599 3.9012403051400697 0.0
zeta acceptanceProb 0 421 100 -1248.232484516752 -1.9616219034936582 0.0
zeta acceptanceProb 0 421 298 -898.7963380324891 2.1512687258239827 0.0
zeta acceptanceProb 0 423 298 -1018.3609890930516 3.2646542642467953 0.0
zeta acceptanceProb 0 423 298 -1117.1519444541352 3.228290248033709 0.0
zeta acceptanceProb 0 423 298 -5955.5647432175765 3.036148893763188 0.0
zeta acceptanceProb 0 423 298 -2203.411070187954 4.835191793138478 0.0
zeta acceptanceProb 0 425 298 -790.5104414506366 3.645223713947993 0.0
zeta acceptanceProb 0 426 100 -1206.7710241914967 4.648224504102188 0.0
zeta acceptanceProb 0 426 298 -1122.4303472858687 4.0130534912281295 0.0
zeta acceptanceProb 0 428 298 -801.6315304244698 3.607717558167719 0.0
zeta acceptanceProb 0 427 100 -1168.4837257311083 4.898147467905837 0.0
zeta acceptanceProb 0 427 298 -794.3696224304987 4.233213813383319 0.0
zeta acceptanceProb 0 430 298 -769.1380822833647 3.512771776678009 0.0
zeta acceptanceProb 0 429 100 -1208.08438955279 3.6546945045185346 0.0
zeta acceptanceProb 0 431 298 -994.0787221076449 2.779757505549793 0.0
zeta acceptanceProb 0 431 100 -2043.1606914768972 3.1041891479700947 0.0
xi acceptanceProb 0 430 324 -1221.381956588187 -1.3201344613292738 0.0
zeta acceptanceProb 0 432 298 -1017.99384515639 3.736097953829476 0.0
zeta acceptanceProb 0 431 100 -3316.7986671901167 2.686399310119112 0.0
zeta acceptanceProb 0 433 100 -745.07651783209 4.194203407508927 0.0
zeta acceptanceProb 0 433 298 -1289.3760354327808 4.123526866878406 0.0
zeta acceptanceProb 0 435 100 -1125.6200891044646 2.3997606165048193 0.0
zeta acceptanceProb 0 435 100 -1098.2538881006406 3.5908274846845964 0.0
zeta acceptanceProb 0 435 298 -1097.130597441509 3.9647105863919894 0.0
zeta acceptanceProb 0 436 100 -1295.346520783507 2.956892856311223 0.0
zeta acceptanceProb 0 437 298 -809.7300490635191 4.554879052115828 0.0
zeta acceptanceProb 0 440 298 -1264.8331023211924 4.4792747170896225 0.0
zeta acceptanceProb 0 439 298 -1580.278225558359 4.943838713829967 0.0
zeta acceptanceProb 0 441 298 -1942.9109487433213 4.479274787153385 0.0
zeta acceptanceProb 0 442 100 -1904.1725625581512 4.0315016111247095 0.0
zeta acceptanceProb 0 443 51 -1182.0747024564732 6.382362983797957 0.0
zeta acceptanceProb 0 443 298 -1108.3681135990278 4.820385199108708 0.0
zeta acceptanceProb 0 442 51 -863.0458073752844 5.996195110168745 0.0
zeta acceptanceProb 0 445 100 -1305.6911152626856 4.422983272963789 0.0
zeta acceptanceProb 0 445 100 -2337.4745038437277 1.4131493936004782 0.0
zeta acceptanceProb 0 444 51 -928.190347340248 6.005286695263863 0.0
zeta acceptanceProb 0 444 298 -1535.052523859566 4.9404704441565475 0.0
zeta acceptanceProb 0 446 51 -844.8018380790542 5.959099773245628 0.0
zeta acceptanceProb 0 447 100 -1465.8098233602175 4.45574762278601 0.0
zeta acceptanceProb 0 447 298 -1715.8148190848 4.9992756725584275 0.0
zeta acceptanceProb 0 449 298 -847.9650278285995 3.7825159709820104 0.0
zeta acceptanceProb 0 450 298 -3141.5435946250263 5.060374999605608 0.0
zeta acceptanceProb 0 451 298 -938.776941519615 4.014333942020551 0.0
zeta acceptanceProb 0 451 99 -755.6752496019977 2.8860676189025476 0.0
zeta acceptanceProb 0 451 298 -2550.1816581180287 4.794874623955551 0.0
zeta acceptanceProb 0 453 100 -1011.5503012899266 2.8637593574006464 0.0
zeta acceptanceProb 0 453 51 -1829.4890164625174 5.371469106401086 0.0
zeta acceptanceProb 0 455 51 -1398.898156735821 6.626805474161829 0.0
zeta acceptanceProb 0 455 100 -954.7296249827855 3.720239619290302 0.0
zeta acceptanceProb 0 454 51 -3329.7500246099416 5.369217698085217 0.0
zeta acceptanceProb 0 456 51 -767.6809994570785 6.561171956482285 0.0
zeta acceptanceProb 0 456 100 -856.4680264313338 2.185069170207111 0.0
zeta acceptanceProb 0 455 298 -799.2620063066176 3.618995046565271 0.0
zeta acceptanceProb 0 457 298 -976.9678805928355 4.036419307240007 0.0
zeta acceptanceProb 0 456 100 -862.9553780424676 3.4467187741671177 0.0
zeta acceptanceProb 0 458 51 -798.1518413934693 6.221103730224606 0.0
zeta acceptanceProb 0 459 100 -1855.601296263921 2.9291528978899275 0.0
zeta acceptanceProb 0 459 298 -1059.491975136366 1.7345490816382094 0.0
zeta acceptanceProb 0 460 298 -1200.0623171024515 3.616447605450723 0.0
zeta acceptanceProb 0 464 51 -1434.8468000967869 4.442908140241027 0.0
zeta acceptanceProb 0 466 51 -1752.6886756815795 3.8476361922691744 0.0
zeta acceptanceProb 0 466 100 -1036.1087489919785 2.9080852920360307 0.0
zeta acceptanceProb 0 466 298 -800.2974146539009 2.4407319539249417 0.0
zeta acceptanceProb 0 466 298 -1470.0839930540837 3.9645590960238892 0.0
zeta acceptanceProb 0 466 298 -1481.377712668642 3.929810930658353 0.0
zeta acceptanceProb 0 467 100 -837.3216015825035 2.906965304107892 0.0
zeta acceptanceProb 0 468 51 -1287.8832401993056 3.8651544816931267 0.0
zeta acceptanceProb 0 468 99 -780.595374470516 -0.45104847518950164 0.0
zeta acceptanceProb 0 468 298 -800.0104977052922 4.114755379051331 0.0
zeta acceptanceProb 0 469 298 -1027.56433394508 2.569355708626414 0.0
zeta acceptanceProb 0 471 51 -2451.538673799269 5.573056620940366 0.0
zeta acceptanceProb 0 470 100 -1751.3655358706478 4.370803714904811 0.0
zeta acceptanceProb 0 471 298 -4124.65019257708 4.918215866777498 0.0
zeta acceptanceProb 0 473 298 -1603.0476729497163 -0.09275599502241505 0.0
zeta acceptanceProb 0 473 51 -1350.704168680329 6.43189928326713 0.0
zeta acceptanceProb 0 473 100 -912.363669957226 4.370924607430478 0.0
zeta acceptanceProb 0 474 51 -1563.806587866354 5.680734512100654 0.0
zeta acceptanceProb 0 474 298 -2411.888225060529 3.046581036315992 0.0
zeta acceptanceProb 0 476 298 -1561.3024791498005 5.018530328058136 0.0
zeta acceptanceProb 0 475 298 -4203.493197159117 2.96013591529329 0.0
zeta acceptanceProb 0 477 51 -908.6216666327505 5.3253679831667355 0.0
zeta acceptanceProb 0 478 100 -872.3757842475496 4.679650503443434 0.0
zeta acceptanceProb 0 478 100 -1303.719405730823 3.3792182635323726 0.0
zeta acceptanceProb 0 478 298 -2178.3677131708278 5.018530512807068 0.0
zeta acceptanceProb 0 477 298 -1084.285243190377 4.81198850505708 0.0
zeta acceptanceProb 0 481 298 -2307.2944411861367 3.997459756692196 0.0
zeta acceptanceProb 0 480 298 -1218.4789741158866 4.6917728900772815 0.0
zeta acceptanceProb 0 482 51 -1106.0727299071484 4.61105561067925 0.0
zeta acceptanceProb 0 482 100 -1204.168636436785 2.339018425519004 0.0
zeta acceptanceProb 0 483 99 -828.9686072833725 2.5795261079776703 0.0
zeta acceptanceProb 0 485 336 -5390.304729177087 4.006769624509951 0.0
zeta acceptanceProb 0 484 100 -969.8170077836589 3.7852613400030357 0.0
xi acceptanceProb 0 486 336 -1258.1370239786017 2.7598413374561797 0.0
zeta acceptanceProb 0 484 298 -2314.5689892837854 3.3643372339815754 0.0
zeta acceptanceProb 0 486 336 -1111.4516543385473 3.862198479318188 0.0
zeta acceptanceProb 0 488 51 -1006.7356586695282 5.161672128012716 0.0
zeta acceptanceProb 0 491 51 -2501.4703405334913 6.5254311781051815 0.0
zeta acceptanceProb 0 491 298 -3268.7237686584836 2.385692291781042 0.0
zeta acceptanceProb 0 493 100 -989.3057141360706 -1.1746193060987862 0.0
zeta acceptanceProb 0 492 51 -1264.675717203126 5.271902635246213 0.0
zeta acceptanceProb 0 492 298 -1068.5621741949171 2.573384940199113 0.0
zeta acceptanceProb 0 493 298 -2046.531354604283 3.512731934628929 0.0
zeta acceptanceProb 0 495 298 -811.7868944240885 4.34638111749064 0.0
zeta acceptanceProb 0 497 100 -984.3039483819747 4.530411049357798 0.0
zeta acceptanceProb 0 496 298 -4276.6883186145615 4.346421638579313 0.0
zeta acceptanceProb 0 497 100 -2217.6668315863694 2.4553810959756714 0.0
zeta acceptanceProb 0 499 298 -1054.9764744961226 3.1769450908254497 0.0
zeta acceptanceProb 0 500 100 -1265.263331659317 2.8753091309152023 0.0
500
500
500
zeta acceptanceProb 0 499 51 -1059.2324557361237 6.1421615686330515 0.0
500
/opt/anaconda2/lib/python2.7/site-packages/scipy/stats/_distn_infrastructure.py:1745: RuntimeWarning: divide by zero encountered in double_scalars
x = np.asarray((x - loc)/scale, dtype=dtyp)
/opt/anaconda2/lib/python2.7/site-packages/scipy/stats/_distn_infrastructure.py:1745: RuntimeWarning: divide by zero encountered in double_scalars
x = np.asarray((x - loc)/scale, dtype=dtyp)
zeta acceptanceProb 0 502 51 -1153.623021371525 5.802350405366853 0.0
zeta acceptanceProb 0 502 298 -1427.4028067470097 3.090036587821547 0.0
/opt/anaconda2/lib/python2.7/site-packages/scipy/stats/_distn_infrastructure.py:1745: RuntimeWarning: divide by zero encountered in double_scalars
x = np.asarray((x - loc)/scale, dtype=dtyp)
/opt/anaconda2/lib/python2.7/site-packages/scipy/stats/_distn_infrastructure.py:1745: RuntimeWarning: divide by zero encountered in double_scalars
x = np.asarray((x - loc)/scale, dtype=dtyp)
zeta acceptanceProb 0 505 100 -2217.3296236661354 3.0610815180733852 0.0
zeta acceptanceProb 0 501 51 -1140.7736286186782 5.447637112043989 0.0
zeta acceptanceProb 0 506 298 -1867.9816915684667 3.0345327886465463 0.0
zeta acceptanceProb 0 506 100 -1606.299722752985 2.594005257215183 0.0
zeta acceptanceProb 0 507 51 -1288.3732157700176 5.730079079142965 0.0
zeta acceptanceProb 0 504 100 -1002.851881219599 0.8840987766106565 0.0
zeta acceptanceProb 0 504 100 -802.5640788950618 2.373063598723087 0.0
zeta acceptanceProb 0 509 298 -900.0773409719305 3.0011824036224852 0.0
zeta acceptanceProb 0 505 298 -986.6129068577864 4.3132327416359875 0.0
zeta acceptanceProb 0 505 100 -1322.2974583580426 2.12676480568684 0.0
zeta acceptanceProb 0 510 298 -1046.8236777464565 3.5909740623212683 0.0
zeta acceptanceProb 0 512 298 -764.0869316253593 2.144685754559023 0.0
zeta acceptanceProb 0 508 298 -4102.447565415474 4.459721991748748 0.0
zeta acceptanceProb 0 513 100 -1178.9345522501599 3.646815690401523 0.0
zeta acceptanceProb 0 516 100 -919.9602335742875 1.9718812980563905 0.0
zeta acceptanceProb 0 517 100 -1586.7090382013528 2.691602400465573 0.0
zeta acceptanceProb 0 515 298 -1032.416115472296 -0.021789177364530676 0.0
zeta acceptanceProb 0 519 100 -1050.4639527757738 2.973784307936076 0.0
zeta acceptanceProb 0 515 298 -1536.6787443816877 3.5158710650175746 0.0
zeta acceptanceProb 0 516 298 -1187.0185868765216 1.9403379792546671 0.0
zeta acceptanceProb 0 521 100 -1407.6663158729784 4.908961033824195 0.0
zeta acceptanceProb 0 517 100 -962.2685835635905 4.637045620452623 0.0
zeta acceptanceProb 0 521 51 -1184.6156133709194 6.147326634064551 0.0
zeta acceptanceProb 0 523 298 -1929.1447617128028 2.1215437946782814 0.0
zeta acceptanceProb 0 524 51 -1177.4947169363863 5.450852981534541 0.0
zeta acceptanceProb 0 524 100 -898.160317652135 2.8622913277679185 0.0
zeta acceptanceProb 0 525 100 -939.6879737559691 4.297175300904486 0.0
zeta acceptanceProb 0 525 298 -2513.447152542824 3.25349893067726 0.0
zeta acceptanceProb 0 522 298 -1255.2330795292658 3.5560889762255434 0.0
zeta acceptanceProb 0 527 100 -910.6951056539523 2.85482516032606 0.0
zeta acceptanceProb 0 525 298 -1163.064572042133 3.4786361417201195 0.0
zeta acceptanceProb 0 529 100 -971.8268310186812 2.981712639195786 0.0
zeta acceptanceProb 0 525 298 -1278.089086318781 4.348372811398134 0.0
zeta acceptanceProb 0 530 51 -1386.424341412851 4.436991605869375 0.0
zeta acceptanceProb 0 526 100 -1526.3680739842757 1.6489926402863113 0.0
zeta acceptanceProb 0 531 51 -1170.708056307713 5.395195085225482 0.0
zeta acceptanceProb 0 531 100 -759.975049240647 2.9181185518806405 0.0
zeta acceptanceProb 0 528 100 -1204.216947291583 0.11224029914824829 0.0
zeta acceptanceProb 0 533 298 -2057.898631456708 4.66034467509952 0.0
zeta acceptanceProb 0 534 100 -866.9314167356557 3.868833440403755 0.0
zeta acceptanceProb 0 530 100 -1268.6786483435517 -0.186895286303427 0.0
zeta acceptanceProb 0 530 100 -873.4655078935789 1.4828215179722872 0.0
zeta acceptanceProb 0 531 298 -1363.5159429054681 3.3071391538603034 0.0
zeta acceptanceProb 0 533 298 -1229.6220452556029 4.301462096076844 0.0
zeta acceptanceProb 0 535 100 -922.291658866491 1.8652403590404023 0.0
zeta acceptanceProb 0 539 51 -1028.132123877292 5.137588219808459 0.0
zeta acceptanceProb 0 535 298 -972.9788585650092 4.266667005753302 0.0
zeta acceptanceProb 0 536 298 -815.1344268899518 4.266832107933762 0.0
zeta acceptanceProb 0 537 100 -780.3135236128551 1.74118862852613 0.0
zeta acceptanceProb 0 542 298 -1052.0006773093553 4.061924042869721 0.0
zeta acceptanceProb 0 538 51 -831.6741645264328 5.62607791862461 0.0
zeta acceptanceProb 0 543 100 -1572.103566608052 3.0424096120136586 0.0
zeta acceptanceProb 0 541 51 -779.1513668077602 4.040411282638897 0.0
zeta acceptanceProb 0 545 298 -880.2079322356931 4.0672783281218585 0.0
zeta acceptanceProb 0 541 100 -2145.2531692435227 3.2972798739696483 0.0
zeta acceptanceProb 0 546 298 -1105.6032004892027 -1.4835817291238498 0.0
zeta acceptanceProb 0 547 100 -866.6232738716396 3.9320570746375694 0.0
zeta acceptanceProb 0 548 100 -896.5663796550369 0.940268006144569 0.0
zeta acceptanceProb 0 548 51 -954.3635100248104 5.328429976409917 0.0
zeta acceptanceProb 0 548 100 -1477.930051432832 3.8470118102754314 0.0
zeta acceptanceProb 0 548 298 -806.924701175463 4.618809858227179 0.0
zeta acceptanceProb 0 545 51 -1128.6006944046385 4.675650695461499 0.0
zeta acceptanceProb 0 549 298 -1525.319818474738 4.042525869313574 0.0
zeta acceptanceProb 0 550 298 -2498.2417811539954 4.042538290063787 0.0
zeta acceptanceProb 0 546 100 -1286.511118468657 4.291756215706057 0.0
zeta acceptanceProb 0 547 51 -750.896487743714 4.272033161482663 0.0
zeta acceptanceProb 0 552 298 -824.8862661037384 4.042513932485239 0.0
zeta acceptanceProb 0 553 100 -745.2336686285987 1.2836424389115777 0.0
zeta acceptanceProb 0 553 51 -2530.144024743705 3.0039134978093953 0.0
zeta acceptanceProb 0 554 100 -836.2031081864342 1.2145284958789389 0.0
zeta acceptanceProb 0 551 100 -803.5321065353712 3.684508138996714 0.0
zeta acceptanceProb 0 557 51 -975.9341542309556 5.973650359845681 0.0
zeta acceptanceProb 0 559 51 -1537.773692306623 5.850005564410137 0.0
zeta acceptanceProb 0 559 100 -1444.1984045756567 2.2476520045673074 0.0
zeta acceptanceProb 0 556 100 -811.5944242810159 3.19330873992665 0.0
zeta acceptanceProb 0 560 100 -1366.3424796695501 1.9746662475386292 0.0
zeta acceptanceProb 0 560 298 -2109.1434887350447 3.9489755990673037 0.0
zeta acceptanceProb 0 557 298 -875.4122081544048 5.133199041045918 0.0
zeta acceptanceProb 0 561 298 -1478.795195930002 3.8926021220506692 0.0
zeta acceptanceProb 0 557 100 -1016.0812410951883 0.31537063890099093 0.0
zeta acceptanceProb 0 562 51 -1243.3629185442394 4.008332748743513 0.0
zeta acceptanceProb 0 559 298 -1538.3404728701792 3.883842834228941 0.0
zeta acceptanceProb 0 561 298 -891.9973076460003 5.100201930011505 0.0
zeta acceptanceProb 0 566 298 -1110.7760161356691 4.2562119454332485 0.0
zeta acceptanceProb 0 567 100 -1016.4741589760018 1.9466267385857514 0.0
zeta acceptanceProb 0 567 298 -896.0050654702047 4.431439062461686 0.0
zeta acceptanceProb 0 563 298 -1278.189523856978 4.284601663306396 0.0
zeta acceptanceProb 0 570 51 -802.7298391867402 4.897077049046829 0.0
zeta acceptanceProb 0 568 51 -1208.809324854523 3.3303229915745063 0.0
zeta acceptanceProb 0 570 298 -1159.2682649274307 5.453849376744148 0.0
zeta acceptanceProb 0 574 100 -865.2694206982587 4.46411323792365 0.0
zeta acceptanceProb 0 574 298 -814.0035239816183 1.9808395693743193 0.0
zeta acceptanceProb 0 575 298 -1932.1283076847253 1.9808396515901627 0.0
zeta acceptanceProb 0 571 298 -1802.727123443202 4.679922315727939 0.0
zeta acceptanceProb 0 576 298 -4039.1749756728996 3.1543215939663267 0.0
zeta acceptanceProb 0 573 51 -1033.1637341704782 6.100452095393066 0.0
zeta acceptanceProb 0 573 100 -825.6090955024553 3.3224561272729436 0.0
zeta acceptanceProb 0 574 51 -1220.182576652479 6.097717705593601 0.0
zeta acceptanceProb 0 582 100 -913.8351837696626 3.2649300821252902 0.0
zeta acceptanceProb 0 579 100 -1767.9589469324078 4.4956278117851864 0.0
zeta acceptanceProb 0 580 100 -1112.1141052185399 3.7672759485305263 0.0
zeta acceptanceProb 0 580 298 -991.7912852465611 5.5612792691084545 0.0
zeta acceptanceProb 0 580 51 -1378.6332418951804 6.5251652496260135 0.0
zeta acceptanceProb 0 585 100 -1133.887873539025 4.343311874676561 0.0
zeta acceptanceProb 0 582 298 -766.3867798460234 4.91409995154681 0.0
zeta acceptanceProb 0 586 100 -1070.946308403001 3.667184221042626 0.0
zeta acceptanceProb 0 586 298 -1506.545214200841 4.204675250788901 0.0
zeta acceptanceProb 0 583 298 -1523.996348472267 4.923023832541032 0.0
zeta acceptanceProb 0 587 51 -839.4558255813605 3.141961185047901 0.0
zeta acceptanceProb 0 587 298 -928.5997190086185 4.2572556400365364 0.0
zeta acceptanceProb 0 583 51 -1231.2197372960102 6.172180855874791 0.0
zeta acceptanceProb 0 584 100 -924.3804913251497 3.6050890380782183 0.0
zeta acceptanceProb 0 587 298 -752.4776709151466 5.1244328419531655 0.0
zeta acceptanceProb 0 593 298 -820.1470613933236 4.119540435657385 0.0
zeta acceptanceProb 0 590 100 -1363.6104330176695 4.928184390654737 0.0
zeta acceptanceProb 0 590 298 -1651.4219132778912 4.643958101550934 0.0
zeta acceptanceProb 0 590 51 -911.6970022124146 6.121945147453502 0.0
zeta acceptanceProb 0 591 100 -968.4780871363687 4.398706715522408 0.0
zeta acceptanceProb 0 593 298 -1118.7184347699085 4.995776352989147 0.0
zeta acceptanceProb 0 598 51 -1113.0149247249578 5.632418985947025 0.0
zeta acceptanceProb 0 598 100 -2375.159895908155 5.240105390717448 0.0
zeta acceptanceProb 0 597 100 -832.5132115500073 3.6304163602622834 0.0
zeta acceptanceProb 0 602 100 -1540.2911935568145 4.998861426718189 0.0
zeta acceptanceProb 0 603 100 -815.8489843807322 4.998861424713534 0.0
zeta acceptanceProb 0 606 100 -1117.6847765392354 3.8737112772617297 0.0
zeta acceptanceProb 0 602 51 -1467.377293676048 3.491136263635217 0.0
zeta acceptanceProb 0 602 298 -799.701535481099 3.449389181675242 0.0
zeta acceptanceProb 0 616 100 -1045.5407982756208 4.128650050156249 0.0
zeta acceptanceProb 0 612 51 -1034.3876890600031 3.5845120099972863 0.0
zeta acceptanceProb 0 617 298 -1087.1458585787352 5.423707878075911 0.0
zeta acceptanceProb 0 613 51 -881.9862398965005 3.5532851440704247 0.0
zeta acceptanceProb 0 614 100 -919.9441658718546 4.159531677669339 0.0
zeta acceptanceProb 0 621 51 -1320.5664419013092 6.747692760720487 0.0
zeta acceptanceProb 0 617 51 -764.7314544084687 6.088563823660959 0.0
zeta acceptanceProb 0 618 298 -1740.28990677003 3.7248581642907257 0.0
zeta acceptanceProb 0 619 100 -916.8801260093383 4.622472034341651 0.0
zeta acceptanceProb 0 624 51 -960.3265049583159 5.589405060227074 0.0
zeta acceptanceProb 0 621 51 -1024.9166358389955 6.509349987353528 0.0
zeta acceptanceProb 0 621 298 -748.9202930264807 4.3883363914015945 0.0
zeta acceptanceProb 0 622 100 -808.0452098897335 4.230285058518826 0.0
zeta acceptanceProb 0 627 298 -790.6661933232386 3.4628671409456513 0.0
zeta acceptanceProb 0 623 298 -1265.8039721192285 3.8483981705914556 0.0
zeta acceptanceProb 0 628 51 -1359.656694773256 6.159857283899891 0.0
zeta acceptanceProb 0 629 100 -1108.564121033874 0.819945323824999 0.0
zeta acceptanceProb 0 630 100 -746.646198166162 4.0488379025453725 0.0
zeta acceptanceProb 0 632 100 -1238.483597218413 3.666002168335373 0.0
zeta acceptanceProb 0 637 298 -1117.1817500981986 1.727408967128932 0.0
zeta acceptanceProb 0 642 100 -806.1928862248013 2.2334885747814814 0.0
zeta acceptanceProb 0 642 298 -1337.3374311690918 3.546446571602329 0.0
zeta acceptanceProb 0 647 100 -937.7919807242389 4.687792758679606 0.0
zeta acceptanceProb 0 645 51 -1773.3484234282525 4.400653191499117 0.0
zeta acceptanceProb 0 655 298 -1083.688747677537 4.406170952466428 0.0
zeta acceptanceProb 0 659 100 -1105.7996721594432 4.25831952411723 0.0
zeta acceptanceProb 0 661 298 -744.0783467554269 3.395897154327937 0.0
zeta acceptanceProb 0 666 298 -1245.9881209316902 0.4912564158549846 0.0
zeta acceptanceProb 0 673 298 -3349.7029182233973 2.9587867688487144 0.0
zeta acceptanceProb 0 676 298 -772.4395988189508 3.1316183046626667 0.0
zeta acceptanceProb 0 674 298 -841.0112697295768 1.890532930116954 0.0
zeta acceptanceProb 0 680 298 -1447.1129082707728 3.7206790219187136 0.0
zeta acceptanceProb 0 680 100 -1065.4173130284735 4.074655814039085 0.0
zeta acceptanceProb 0 691 51 -1034.4079525464922 4.903560326518309 0.0
zeta acceptanceProb 0 694 100 -884.7288059126745 3.335934103178039 0.0
zeta acceptanceProb 0 690 298 -2030.626785010549 4.637327295228017 0.0
zeta acceptanceProb 0 694 298 -1490.1041332522304 3.2939276015356187 0.0
zeta acceptanceProb 0 692 298 -2024.3732946862751 4.6358127829530815 0.0
zeta acceptanceProb 0 692 298 -759.7586022299749 4.4311489454753605 0.0
zeta acceptanceProb 0 697 298 -1172.7025864912362 3.984099028334117 0.0
zeta acceptanceProb 0 698 298 -2277.1174320732457 4.750119522644479 0.0
zeta acceptanceProb 0 702 51 -1538.597041521307 4.794996363288105 0.0
zeta acceptanceProb 0 700 298 -1994.6783458213647 3.618893645992825 0.0
zeta acceptanceProb 0 705 298 -792.5990898214264 3.29907285207119 0.0
zeta acceptanceProb 0 708 298 -1152.7660685107435 3.891331409225532 0.0
zeta acceptanceProb 0 705 298 -1413.164196286385 4.638239456280679 0.0
zeta acceptanceProb 0 712 298 -983.9507681313823 3.4345947091568974 0.0
zeta acceptanceProb 0 713 100 -2614.803050720926 4.796188154409801 0.0
zeta acceptanceProb 0 721 100 -774.7339780100891 2.8169122048248854 0.0
zeta acceptanceProb 0 723 51 -1149.9147245631038 5.674957465366185 0.0
zeta acceptanceProb 0 728 51 -769.514122044859 4.962183266929877 0.0
zeta acceptanceProb 0 727 298 -764.5744030491878 2.5023707700913556 0.0
zeta acceptanceProb 0 744 298 -829.5035561995797 -0.5694859577447047 0.0
zeta acceptanceProb 0 746 298 -779.4938051134311 5.128710577878572 0.0
zeta acceptanceProb 0 752 51 -1142.750190828195 6.884664834481698 0.0
zeta acceptanceProb 0 772 51 -856.4482950651687 5.101055139589285 0.0
zeta acceptanceProb 0 791 51 -776.5033213519841 4.834959384026449 0.0
zeta acceptanceProb 0 792 298 -864.7451743602456 4.660470979238564 0.0
zeta acceptanceProb 0 806 298 -881.6764516222435 3.153065977961893 0.0
zeta acceptanceProb 0 826 298 -767.79535044594 4.8442555295891525 0.0
zeta acceptanceProb 0 826 100 -764.8931942860986 3.416980935763554 0.0
zeta acceptanceProb 0 842 51 -1049.8659559797882 5.508096254238188 0.0
zeta acceptanceProb 0 845 298 -1054.5438688252057 3.974835114852914 0.0
zeta acceptanceProb 0 846 298 -1075.3447808317992 3.9748743194021543 0.0
eta acceptanceProb 0 987 420 -758.6893104862903 3.420551551940964 0.0
1000
1000
1000
1000
zeta acceptanceProb 0 1038 51 -1019.6247214535207 6.736319794655325 0.0
eta acceptanceProb 0 1277 420 -1425.4093286736147 3.6321689681308253 0.0
xi acceptanceProb 0 1455 126 -45987.24979930597 1.7811389349694724 0.0
eta acceptanceProb 0 1455 126 -824.7981566000625 2.195465867629195 0.0
zeta acceptanceProb 0 1455 126 -5968.513729166846 2.195465867629195 0.0
xi acceptanceProb 0 1458 126 -36767.992950150576 1.9598684707059846 0.0
zeta acceptanceProb 0 1458 126 -2156.6050319838673 2.2849947118586718 0.0
1500 15000
1500
1500 15000
1500
1500 15000
1500
1500 15000
1500
prior_all_output == 0: ax3, bx3, s, k, p, m, s 1.1574609848625277 0.0 0.0 0.8369328017423266 0.0 0.0 0.497928382059 1.0 0.00368880386034 5.17360641272 5.70179248967 PRIORS 2.5e-10 5e-09 0.2 0.2 2.0 0.0 0.1
acceptanceProb_outlier_mean 1
prior_all_output == 0: ax3, bx3, s, k, p, m, s 1.217565706441719 0.0 0.0 0.8535791647823736 0.0 0.0 0.497928382059 1.0 0.00368880386034 5.27318212232 6.05774597656 PRIORS 2.5e-10 5e-09 0.2 0.2 2.0 0.0 0.1
acceptanceProb_outlier_mean 1
prior_all_output == 0: ax3, bx3, s, k, p, m, s 1.2411309287102192 0.0 0.0 0.896269170932572 0.0 0.0 0.497928382059 1.0 0.00626164762317 5.34632851236 5.99830859745 PRIORS 2.5e-10 5e-09 0.2 0.2 2.0 0.0 0.1
acceptanceProb_outlier_mean 1
prior_all_output == 0: ax3, bx3, s, k, p, m, s 1.1880470915666865 0.0 0.0 0.9027306816869269 0.0 0.0 0.580720897229 1.0 0.002856226261 5.19694512935 3.24443116329 PRIORS 2.5e-10 5e-09 0.2 0.2 2.0 0.0 0.1
acceptanceProb_outlier_mean 1
zeta acceptanceProb 0 1971 51 -791.3006710066054 6.425941196252975 0.0
2000
2000
2000
2000
eta acceptanceProb 0 2061 295 -776.5877150075595 2.0554073553049346 0.0
eta acceptanceProb 0 2066 117 -939.1551850852559 1.3026952053996497 0.0
prior_all_output == 0: ax3, bx3, s, k, p, m, s 1.179156660800899 0.0 0.0 0.8879282010865934 0.0 0.0 0.538288768156 1.0 0.00407584191472 5.56930901821 2.88812636878 PRIORS 2.5e-10 5e-09 0.2 0.2 2.0 0.0 0.1
acceptanceProb_outlier_mean 1
prior_all_output == 0: ax3, bx3, s, k, p, m, s 1.160406416381371 0.0 0.0 0.8769708709039522 0.0 0.0 0.518502838278 1.0 0.00407584191472 5.56918306672 1.3783251054 PRIORS 2.5e-10 5e-09 0.2 0.2 2.0 0.0 0.1
acceptanceProb_outlier_mean 1
prior_all_output == 0: ax3, bx3, s, k, p, m, s 1.160406416381371 0.0 0.0 0.8769708709039522 0.0 0.0 0.552427800708 1.0 0.00619376140286 5.07987994305 1.82328329423 PRIORS 2.5e-10 5e-09 0.2 0.2 2.0 0.0 0.1
acceptanceProb_outlier_mean 1
prior_all_output == 0: ax3, bx3, s, k, p, m, s 1.1834766362847842 0.0 0.0 0.9023860460947182 0.0 0.0 0.525267755803 1.0 0.0101796441235 5.35160120435 2.51091504255 PRIORS 2.5e-10 5e-09 0.2 0.2 2.0 0.0 0.1
acceptanceProb_outlier_mean 1
prior_all_output == 0: ax3, bx3, s, k, p, m, s 1.1327874747783444 0.0 0.0 0.8867636461057038 0.0 0.0 0.461345920402 1.0 0.00729473381507 5.13451604609 3.02633076339 PRIORS 2.5e-10 5e-09 0.2 0.2 2.0 0.0 0.1
acceptanceProb_outlier_mean 1
prior_all_output == 0: ax3, bx3, s, k, p, m, s 1.177201379205279 0.0 0.0 0.912920342744471 0.0 0.0 0.500888932326 1.0 0.0102551625862 5.19440641861 0.826855421053 PRIORS 2.5e-10 5e-09 0.2 0.2 2.0 0.0 0.1
acceptanceProb_outlier_mean 1
prior_all_output == 0: ax3, bx3, s, k, p, m, s 1.1125679094433796 0.0 0.0 0.8651257225305142 0.0 0.0 0.492025244165 1.0 0.00463456894073 5.45945874376 1.24529175723 PRIORS 2.5e-10 5e-09 0.2 0.2 2.0 0.0 0.1
acceptanceProb_outlier_mean 1
prior_all_output == 0: ax3, bx3, s, k, p, m, s 1.1125679094433796 0.0 0.0 0.8651257225305142 0.0 0.0 0.492025244165 1.0 0.00463456894073 5.46089205332 1.77690722717 PRIORS 2.5e-10 5e-09 0.2 0.2 2.0 0.0 0.1
acceptanceProb_outlier_mean 1
prior_all_output == 0: ax3, bx3, s, k, p, m, s 1.1125679094433796 0.0 0.0 0.8651257225305142 0.0 0.0 0.492025244165 1.0 0.00463456894073 5.60627445852 2.0869704092 PRIORS 2.5e-10 5e-09 0.2 0.2 2.0 0.0 0.1
acceptanceProb_outlier_mean 1
prior_all_output == 0: ax3, bx3, s, k, p, m, s 1.1125679094433796 0.0 0.0 0.8651257225305142 0.0 0.0 0.508312656342 1.0 0.0062224999621 6.15199510387 2.18751601527 PRIORS 2.5e-10 5e-09 0.2 0.2 2.0 0.0 0.1
acceptanceProb_outlier_mean 1
prior_all_output == 0: ax3, bx3, s, k, p, m, s 1.132238207333216 0.0 0.0 0.8443536668751658 0.0 0.0 0.508312656342 1.0 0.0062224999621 5.24096417824 1.46666417329 PRIORS 2.5e-10 5e-09 0.2 0.2 2.0 0.0 0.1
acceptanceProb_outlier_mean 1
2500
2500
2500
2500
zeta acceptanceProb 0 2528 240 -897.7463155877533 -1.5145235727089885 0.0
zeta acceptanceProb 0 2549 240 -1293.9357743566816 -1.4578832400175503 0.0
xi acceptanceProb 0 2583 126 -101866.47147067692 2.705154525105746 0.0
zeta acceptanceProb 0 2583 126 -1242.954323521149 3.411768459093856 0.0
3000 15000
3000
3000 15000
3000
3000 15000
3000
zeta acceptanceProb 0 3005 46 -761.3246069272723 1.092212139117017 0.0
3000 15000
3000
prior_all_output == 0: ax3, bx3, s, k, p, m, s 0.7117123109310187 0.0 0.0 0.7420037045061121 0.0 0.0 0.0991563889643 1.0 0.566039567415 0.726950360172 0.721037075664 PRIORS 2.5e-10 5e-09 0.2 0.2 0.0 0.1 0.1
acceptanceProb_pbad 1
zeta acceptanceProb 0 3220 280 -1292.8390344104719 -1.2114581489714247 0.0
zeta acceptanceProb 0 3231 280 -1064.6165743181082 -5.114904958066738 0.0
zeta acceptanceProb 0 3235 280 -991.7918966472077 -0.6584980677146901 0.0
zeta acceptanceProb 0 3236 280 -2129.8924017769173 -1.6649920718653157 0.0
zeta acceptanceProb 0 3239 280 -1013.8751506109688 -2.2713939982931457 0.0
zeta acceptanceProb 0 3242 280 -1786.2641117338603 -2.6665665268379617 0.0
zeta acceptanceProb 0 3248 280 -769.6077690068003 -0.7722256442198994 0.0
zeta acceptanceProb 0 3253 280 -1039.5411994249419 -0.5400046029543379 0.0
zeta acceptanceProb 0 3276 280 -1066.6804508922053 -0.6939553816768034 0.0
zeta acceptanceProb 0 3290 280 -1139.2281774789842 -0.4908581239879921 0.0
zeta acceptanceProb 0 3304 280 -764.9356843125588 -0.24135233288436997 0.0
zeta acceptanceProb 0 3315 280 -1982.1206886344035 0.06152851610741422 0.0
zeta acceptanceProb 0 3427 280 -781.4065748695932 -1.351927406463183 0.0
3500
3500
3500
3500
zeta acceptanceProb 0 3652 240 -837.8087413925351 -2.4509199501436454 0.0
zeta acceptanceProb 0 3653 240 -831.5221774134515 -2.4546447571985666 0.0
zeta acceptanceProb 0 3676 240 -1227.804316656437 -1.8681545938825244 0.0
zeta acceptanceProb 0 3682 240 -1003.4580705633829 -1.9425589076238228 0.0
zeta acceptanceProb 0 3699 240 -1168.844222193038 -4.141940320083613 0.0
zeta acceptanceProb 0 3718 240 -1135.8565352527633 -2.031076419314083 0.0
zeta acceptanceProb 0 3771 240 -839.3256046682874 -2.8447923715039463 0.0
zeta acceptanceProb 0 3869 240 -1014.3944312011328 -4.456003576063533 0.0
zeta acceptanceProb 0 3880 46 -1162.389489711565 1.9457866123470775 0.0
zeta acceptanceProb 0 3898 46 -943.7610705712355 1.8455518551291554 0.0
zeta acceptanceProb 0 3928 51 -832.5919542996669 0.7062906759195542 0.0
4000
4000
4000
4000
zeta acceptanceProb 0 4408 240 -1056.0336110796882 -1.5813677972436277 0.0
zeta acceptanceProb 0 4436 240 -1202.208753454624 -4.357254259738177 0.0
zeta acceptanceProb 0 4457 240 -851.4482939891883 -2.153439155799459 0.0
zeta acceptanceProb 0 4461 240 -1518.5076535723194 -2.1239664959176934 0.0
4500 15000
4500
4500 15000
4500
4500 15000
4500
4500 15000
4500
prior_all_output == 0: ax3, bx3, s, k, p, m, s 0.7959732920711384 0.0 0.0 0.8118487731254685 0.0 0.0 0.140997483874 1.0 0.52087808865 0.592284208346 0.811970163906 PRIORS 2.5e-10 5e-09 0.2 0.2 0.0 0.1 0.1
acceptanceProb_pbad 1
zeta acceptanceProb 0 4788 337 -1204.847671602146 -3.555090677200553 0.0
zeta acceptanceProb 0 4907 51 -1057.5183244243658 3.39095224576025 0.0
zeta acceptanceProb 0 4961 51 -782.0390624892661 5.4111273524272985 0.0
5000
xi acceptanceProb 0 4979 126 -9187.774575603784 2.548346850143809 0.0
zeta acceptanceProb 0 4979 126 -4543.949431389993 3.055709775824394 0.0
zeta acceptanceProb 0 4987 51 -1153.6826399496606 5.758399405449449 0.0
zeta acceptanceProb 0 4995 51 -977.3908483212689 5.677187217537458 0.0
5000
5000
5000
prior_all_output == 0: ax3, bx3, s, k, p, m, s 0.6572272944713697 0.0 0.0 0.71793681406539 0.0 0.0 0.153507441465 1.0 0.503505095599 0.843693463639 0.78049020094 PRIORS 2.5e-10 5e-09 0.2 0.2 0.0 0.1 0.1
acceptanceProb_pbad 1
zeta acceptanceProb 0 5138 257 -927.8044502369131 1.7877656360181788 0.0
zeta acceptanceProb 0 5138 336 -3230.7423687477294 5.223837772321819 0.0
zeta acceptanceProb 0 5211 240 -1235.2532636669814 -4.279535374719735 0.0
zeta acceptanceProb 0 5219 240 -1394.1832376622785 -3.870275173778749 0.0
zeta acceptanceProb 0 5220 240 -851.8067697578615 -4.156226676445483 0.0
zeta acceptanceProb 0 5227 240 -974.724104117847 -6.461253457630013 0.0
zeta acceptanceProb 0 5233 240 -795.6810994354614 -6.690150008465403 0.0
zeta acceptanceProb 0 5238 240 -843.8676390142701 -2.5502597487666194 0.0
zeta acceptanceProb 0 5241 240 -889.9887940012501 -2.685821860999418 0.0
zeta acceptanceProb 0 5349 240 -815.8279906428754 -5.812082024921091 0.0
zeta acceptanceProb 0 5379 240 -766.7655576928157 -2.8415867162791715 0.0
5500
zeta acceptanceProb 0 5488 240 -1306.8738988588243 -1.5492074045141309 0.0
5500
5500
5500
zeta acceptanceProb 0 5509 240 -776.0413626255379 -1.5098828548149252 0.0
zeta acceptanceProb 0 5548 240 -779.5098287061151 -1.3559090781951932 0.0
zeta acceptanceProb 0 5577 240 -759.2980367445026 -1.0499945232472099 0.0
zeta acceptanceProb 0 5580 240 -931.1399724765583 -2.074876276974784 0.0
zeta acceptanceProb 0 5581 240 -834.1951618770637 -0.9519488388690871 0.0
zeta acceptanceProb 0 5976 46 -1051.3091711890604 3.4651007045284405 0.0
6000 15000
6000
6000 15000
6000
6000 15000
6000
6000 15000
6000
eta acceptanceProb 0 6056 420 -1196.48494917749 2.788246368324477 0.0
6500
6500
6500
6500
7000
7000
7000
7000
zeta acceptanceProb 0 7130 336 -864.7862427904603 3.4445507553704706 0.0
zeta acceptanceProb 0 7131 336 -4478.57525192015 3.4445507553704706 0.0
prior_all_output == 0: ax3, bx3, s, k, p, m, s 0.7152723530627775 0.0 0.0 0.760762093327321 0.0 0.0 0.129544088243 1.0 0.517835994349 0.685624925917 0.681838319778 PRIORS 2.5e-10 5e-09 0.2 0.2 0.0 0.1 0.1
acceptanceProb_pbad 1
zeta acceptanceProb 0 7427 347 -1140.5855999248404 2.41780226620877 0.0
zeta acceptanceProb 0 7430 347 -1033.5423168074758 0.7853467472144957 0.0
zeta acceptanceProb 0 7431 347 -1548.4074623237764 1.7673940367570533 0.0
zeta acceptanceProb 0 7436 347 -2645.1368838457684 1.8648424530217178 0.0
zeta acceptanceProb 0 7437 347 -2056.7689552331412 1.8384647191717525 0.0
zeta acceptanceProb 0 7447 347 -2738.371945725881 1.8221675059158433 0.0
zeta acceptanceProb 0 7450 347 -1032.441113862792 3.741043170368699 0.0
zeta acceptanceProb 0 7452 347 -1041.5610650943347 3.487497820793892 0.0
7500 15000
zeta acceptanceProb 0 7455 347 -1445.0296460810282 2.653605397626895 0.0
7500
zeta acceptanceProb 0 7458 347 -775.429435032562 3.6215379864311075 0.0
zeta acceptanceProb 0 7464 347 -1733.1510456883 2.016081704633583 0.0
zeta acceptanceProb 0 7466 347 -1689.806561025379 1.8642099089161617 0.0
zeta acceptanceProb 0 7470 347 -1249.8857004714625 3.8511328859029588 0.0
zeta acceptanceProb 0 7474 347 -997.6128154556601 3.232506676941728 0.0
zeta acceptanceProb 0 7478 347 -1931.0228561503714 2.51372178970711 0.0
zeta acceptanceProb 0 7482 347 -2107.6735776678966 0.42671113054286014 0.0
zeta acceptanceProb 0 7485 347 -1147.516034886289 1.930455017062359 0.0
zeta acceptanceProb 0 7489 347 -926.5765315260313 1.855954588733024 0.0
7500 15000
7500
zeta acceptanceProb 0 7490 347 -2206.5336558101267 2.085939964189293 0.0
7500 15000
7500
zeta acceptanceProb 0 7495 347 -1344.8633076798708 2.2119966470174726 0.0
zeta acceptanceProb 0 7498 347 -832.9667157828627 2.2000314717315406 0.0
7500 15000
zeta acceptanceProb 0 7500 347 -1469.0776804274315 2.1544903108453264 0.0
7500
zeta acceptanceProb 0 7546 51 -937.4040533721135 5.380604368338149 0.0
zeta acceptanceProb 0 7501 347 -954.1193967814547 3.0016848174626207 0.0
zeta acceptanceProb 0 7504 347 -3918.5007026263106 1.3002067309564505 0.0
zeta acceptanceProb 0 7506 347 -804.5141280734972 1.8813956338442688 0.0
zeta acceptanceProb 0 7509 347 -928.4854779417383 2.4179603037110846 0.0
zeta acceptanceProb 0 7616 240 -772.1301213917235 -2.474624766765791 0.0
zeta acceptanceProb 0 7638 240 -869.5749046402841 -1.2085981535166441 0.0
zeta acceptanceProb 0 7833 51 -961.0349100168294 4.672859708811549 0.0
zeta acceptanceProb 0 7929 405 -912.8842463201993 0.7645916951588252 0.0
8000
8000
8000
8000
zeta acceptanceProb 0 8016 46 -992.4553352828481 3.449672609047456 0.0
zeta acceptanceProb 0 8076 46 -816.797795937315 2.8504852227113595 0.0
zeta acceptanceProb 0 8267 240 -911.6988906699651 -2.429741266438707 0.0
zeta acceptanceProb 0 8357 405 -796.4983776718897 1.5850724303575228 0.0
zeta acceptanceProb 0 8427 240 -771.689530875423 -2.516919810884031 0.0
8500
prior_all_output == 0: ax3, bx3, s, k, p, m, s 0.7642661837543442 0.0 0.0 0.8023149865092065 0.0 0.0 0.17337521 1.0 0.510761206252 0.664438247486 0.813936349492 PRIORS 2.5e-10 5e-09 0.2 0.2 0.0 0.1 0.1
acceptanceProb_pbad 1
8500
8500
8500
zeta acceptanceProb 0 8787 240 -3480.61397600541 -1.630572088285653 0.0
xi acceptanceProb 0 8780 126 -39024.7912268832 2.5466157371448217 0.0
zeta acceptanceProb 0 8780 126 -3002.4933253705676 2.1996258262821646 0.0
zeta acceptanceProb 0 8820 240 -1056.0503012575684 -2.673255335732844 0.0
zeta acceptanceProb 0 8857 240 -1028.8064794278775 -1.9201263416196606 0.0
xi acceptanceProb 0 8860 126 -100838.89550000674 3.0650757270353846 0.0
zeta acceptanceProb 0 8860 126 -10786.267231774918 3.7740101092336373 0.0
zeta acceptanceProb 0 8872 240 -750.7058776887476 -3.4998712416827766 0.0
zeta acceptanceProb 0 8875 240 -839.0223040390589 -4.736990369952916 0.0
zeta acceptanceProb 0 8882 240 -823.0708912819529 -4.040035738456949 0.0
zeta acceptanceProb 0 8897 240 -796.0647612567127 -1.5197970093405944 0.0
zeta acceptanceProb 0 8960 240 -877.5792148769566 -1.920165475714021 0.0
9000 15000
9000
zeta acceptanceProb 0 8986 240 -1120.8918344708898 -1.594797065754896 0.0
9000 15000
9000
9000 15000
9000
9000 15000
9000
zeta acceptanceProb 0 9046 405 -820.6847691693748 2.801053190604474 0.0
prior_all_output == 0: ax3, bx3, s, k, p, m, s 0.8835461831504245 0.0 0.0 0.844455039941999 0.0 0.0 0.234940176411 1.0 0.528209283622 0.61927043838 0.973701932031 PRIORS 2.5e-10 5e-09 0.2 0.2 0.0 0.1 0.1
acceptanceProb_pbad 1
zeta acceptanceProb 0 9192 46 -1265.0578655702946 1.7544576287492535 0.0
zeta acceptanceProb 0 9235 46 -808.4028082260303 2.543902915062351 0.0
eta acceptanceProb 0 9284 73 -759.5622248550557 3.561320920201875 0.0
zeta acceptanceProb 0 9359 240 -788.0434215904813 -6.790606458332157 0.0
zeta acceptanceProb 0 9427 240 -1140.3530899148823 -1.3132059939195588 0.0
9500
9500
9500
9500
prior_all_output == 0: ax3, bx3, s, k, p, m, s 0.6918536846720743 0.0 0.0 0.6978058298257731 0.0 0.0 0.161072749773 1.0 0.507495484378 0.601069030494 0.800810253247 PRIORS 2.5e-10 5e-09 0.2 0.2 0.0 0.1 0.1
acceptanceProb_pbad 1
prior_all_output == 0: ax3, bx3, s, k, p, m, s 0.6918536846720743 0.0 0.0 0.6978058298257731 0.0 0.0 0.168352502071 1.0 0.550627861072 0.509686265762 0.772631547032 PRIORS 2.5e-10 5e-09 0.2 0.2 0.0 0.1 0.1
acceptanceProb_pbad 1
10000
10000
10000
10000
prior_all_output == 0: ax3, bx3, s, k, p, m, s 0.7474059690164631 0.0 0.0 0.7904582449291334 0.0 0.0 0.132710725592 1.0 0.507562912551 0.640593116028 0.817230765429 PRIORS 2.5e-10 5e-09 0.2 0.2 0.0 0.1 0.1
acceptanceProb_pbad 1
eta acceptanceProb 0 10102 117 -949.6092569942383 1.8536139048398075 0.0
10500 15000
10500
10500 15000
10500
zeta acceptanceProb 0 10537 240 -1053.1302477632676 -1.5683295953427532 0.0
zeta acceptanceProb 0 10540 240 -808.9891728539371 -2.7341977007550224 0.0
10500 15000
10500
10500 15000
10500
zeta acceptanceProb 0 10623 240 -986.0564109957631 -2.3218000804422063 0.0
eta acceptanceProb 0 10713 117 -780.7848547938773 0.5874409156226224 0.0
eta acceptanceProb 0 10831 420 -764.0683583476161 2.594954388878228 0.0
11000
11000
11000
11000
zeta acceptanceProb 0 11142 46 -759.0162421055403 2.3167314933168965 0.0
11500
11500
11500
11500
zeta acceptanceProb 0 11506 51 -832.7114867681777 3.654091913786195 0.0
zeta acceptanceProb 0 11530 51 -1540.2105667871112 4.391644278636905 0.0
zeta acceptanceProb 0 11662 405 -942.0157109397184 0.20664969739151898 0.0
zeta acceptanceProb 0 11885 343 -795.7558110275919 -1.657487636395834 0.0
zeta acceptanceProb 0 11881 51 -843.4536064357808 5.9348821342994835 0.0
12000 15000
12000
12000 15000
12000
12000 15000
12000
12000 15000
12000
zeta acceptanceProb 0 12418 240 -809.8222485869296 -3.1798921955641966 0.0
zeta acceptanceProb 0 12429 240 -1373.8922690104162 -1.520152143422918 0.0
12500
zeta acceptanceProb 0 12505 51 -779.378903938781 4.222907104253136 0.0
12500
12500
12500
zeta acceptanceProb 0 12521 240 -1109.5927277118265 -1.8323734600270314 0.0
zeta acceptanceProb 0 12657 240 -881.1156584644173 -7.515169827506701 0.0
zeta acceptanceProb 0 12643 347 -2164.007290561146 3.321051441189429 0.0
zeta acceptanceProb 0 12644 347 -1322.6016038296152 3.130646763466403 0.0
zeta acceptanceProb 0 12645 347 -966.3252009969639 3.3081521338699793 0.0
zeta acceptanceProb 0 12647 347 -1145.552447283697 3.184928590046186 0.0
zeta acceptanceProb 0 12648 347 -957.8493713734871 3.230922339529208 0.0
zeta acceptanceProb 0 12650 347 -1199.0409940316006 2.929781941798823 0.0
zeta acceptanceProb 0 12653 347 -920.0744962832919 3.668688446832161 0.0
zeta acceptanceProb 0 12655 347 -3571.338683010329 3.4744394088926955 0.0
zeta acceptanceProb 0 12657 347 -869.3098221518148 3.717101528894909 0.0
zeta acceptanceProb 0 12658 347 -1945.3665440395441 3.577692964386267 0.0
zeta acceptanceProb 0 12659 347 -2175.014971572741 3.6531148073864603 0.0
zeta acceptanceProb 0 12660 347 -2026.6251307877558 3.5790108354898607 0.0
zeta acceptanceProb 0 12662 347 -1465.1022336358626 2.681981324828232 0.0
zeta acceptanceProb 0 12667 347 -2010.188019996308 1.7493677819487345 0.0
zeta acceptanceProb 0 12671 347 -1084.7718483955412 3.373983806905925 0.0
zeta acceptanceProb 0 12673 347 -3098.1286819988804 3.731152734822292 0.0
zeta acceptanceProb 0 12675 347 -1717.8177565832625 2.8235963675711586 0.0
zeta acceptanceProb 0 12681 347 -1082.8646245863215 -1.3029837940103097 0.0
zeta acceptanceProb 0 12682 347 -754.1749749447326 2.1300538275695797 0.0
zeta acceptanceProb 0 12684 347 -785.3744528355538 0.4922676855473882 0.0
xi acceptanceProb 0 12708 220 -1861.194610105992 -3.570971123292281 0.0
zeta acceptanceProb 0 12898 240 -855.459515122912 -1.3077094125839617 0.0
13000
eta acceptanceProb 0 13023 117 -771.6242631400868 3.4465556072011228 0.0
13000
13000
13000
xi acceptanceProb 0 13090 324 -12347.845700443402 0.9893845157278144 0.0
zeta acceptanceProb 0 13091 324 -5855.039168378876 0.5822228307893451 0.0
xi acceptanceProb 0 13092 324 -1572.0688928861434 0.22175697070537745 0.0
zeta acceptanceProb 0 13092 324 -3378.281099480849 0.5709955807224446 0.0
xi acceptanceProb 0 13255 126 -3323.1158890895563 4.595881294690653 0.0
zeta acceptanceProb 0 13255 126 -1794.1336059699208 4.3009918947841985 0.0
13500 15000
13500
13500 15000
13500
13500 15000
13500
13500 15000
13500
zeta acceptanceProb 0 13706 238 -817.4660623537719 -0.45285714467673255 0.0
zeta acceptanceProb 0 13763 257 -839.5007353830536 -0.9123719518088889 0.0
zeta acceptanceProb 0 13779 257 -999.2279347495723 0.7423214539564611 0.0
zeta acceptanceProb 0 13781 257 -931.5309123832076 2.351053830998676 0.0
zeta acceptanceProb 0 13786 257 -1677.9122776184508 2.2128846424619346 0.0
zeta acceptanceProb 0 13806 257 -2172.228905103032 2.6392237592074754 0.0
zeta acceptanceProb 0 13830 257 -1066.068369008821 2.11957587192387 0.0
zeta acceptanceProb 0 13834 257 -857.4622231214782 1.6245957512973586 0.0
14000
zeta acceptanceProb 0 13947 240 -914.1514674883856 -3.1951995288530783 0.0
zeta acceptanceProb 0 13942 257 -1128.5430498887422 1.7534763726489078 0.0
zeta acceptanceProb 0 13984 240 -1114.3240401697453 -4.2220080517123275 0.0
14000
14000
14000
zeta acceptanceProb 0 14027 240 -890.4246919965452 -1.067443863915489 0.0
zeta acceptanceProb 0 14084 240 -977.5798286037049 -1.9158304737663419 0.0
zeta acceptanceProb 0 14096 51 -894.401142898441 4.115245801177251 0.0
zeta acceptanceProb 0 14104 240 -789.7080691003504 -3.1063505142261567 0.0
14500
14500
14500
14500
xi acceptanceProb 0 14556 126 -14823.675935922978 2.9085659388687173 0.0
zeta acceptanceProb 0 14556 126 -2442.3092151103106 2.9430584157848148 0.0
zeta acceptanceProb 0 14634 347 -780.7171261694672 0.2701845838972776 0.0
zeta acceptanceProb 0 14638 347 -2469.4126795578363 3.864293576575922 0.0
zeta acceptanceProb 0 14639 347 -1215.3554310517384 3.6759919736360445 0.0
zeta acceptanceProb 0 14644 347 -755.524171621577 3.432835678281805 0.0
zeta acceptanceProb 0 14645 347 -1785.9084359875121 3.8537945002968845 0.0
zeta acceptanceProb 0 14648 347 -7994.287354937085 2.6318643428983775 0.0
zeta acceptanceProb 0 14649 347 -2273.1516833173864 3.2639467732206002 0.0
zeta acceptanceProb 0 14654 347 -1625.622938635677 2.4648458102640864 0.0
zeta acceptanceProb 0 14657 347 -1828.0844643156051 3.5577913876326672 0.0
zeta acceptanceProb 0 14658 347 -1605.4870450322328 3.442967756885489 0.0
zeta acceptanceProb 0 14664 347 -1444.7870971404595 2.9416600215173694 0.0
zeta acceptanceProb 0 14661 240 -884.6878583048685 -3.5193782447651865 0.0
zeta acceptanceProb 0 14669 240 -822.5998606990386 -2.3068175107814644 0.0
zeta acceptanceProb 0 14703 240 -997.4450387105139 -2.8401095903284235 0.0
zeta acceptanceProb 0 14774 240 -1867.4487440113423 -1.6759102653506064 0.0
15000 15000
15000 15000
15000 15000
15000 15000
/Users/lester/Documents/GitHub/kelly_model/scenario29/update_GBeagle_fix/true_constant_alpha/mass_sfr_z_correction/alpha_beta_covprop/random_start_gmm/random_start/bad_gmm_cuts/kelly_MH_GMM_3d_Hogg_constant_beta_constant_alpha.py:1693: RuntimeWarning: invalid value encountered in double_scalars
for key in keys:
Iteration: 15000
Rhat values:
alphaN: 1.0948404609804636 nan nan
beta: 1.0721295701913198 nan nan
sig0: 1.0737230283282841
k: nan
ximean: 1.0068670024903799
xivar: 1.0325997430713962
pbad: 1.0299201244400995
outlier_mean: 1.0296334287826683
outlier_sigma: 1.029415603246491
_build_chain
In [2]: